Head-to-head comparison

Gemini 3.5 Flash-Lite vs. Grok 4.7

Compare published benchmark results from matching versions and cohorts, API pricing, and technical specifications. Any documented test setup differences remain visible.

shared result series: 170
distinct benchmarks: 18
latest retrieval: 2026-10-15

First modelSecond model

Specifications

General specifications

Release date, availability, context window, architecture, and published parameter counts at a glance. Undisclosed details remain marked as unavailable.

Specifications for Gemini 3.5 Flash-Lite and Grok 4.7
Attribute	Gemini 3.5 Flash-Lite	Grok 4.7
Provider	Google	xAI
Released	Jul 21, 2026	Sep 21, 2026
Availability	Active	Active
Model type	Proprietary	Proprietary
Parameters	Not published	Not published
Architecture	Not published	Not published
Context window	1,048,576 tokens	500,000 tokens
Knowledge cutoff	Not published	May 2026
Technical sources	Model	Model, Context

Pricing

API pricing compared

The table compares official standard API rates per 1M tokens, including published cache pricing. Batch, fast, priority, regional surcharges, tool calls, and cloud platform pricing are excluded.

API pricing for Gemini 3.5 Flash-Lite and Grok 4.7
Price type	Gemini 3.5 Flash-Lite	Grok 4.7
API input	$0.3	$2 ≤200K / $4 >200K
API output	$2.5	$6 ≤200K / $12 >200K
Cache read	$0.03	$0.5 ≤200K / $1 >200K
Cache write (5 min.)	Not listed	Not listed
Cache write (1 hr.)	Not listed	Not listed
Price verified	09/22/2026 Source	09/23/2026 Source

Gemini 3.5 Flash-LiteGrok 4.7

API inputUSD per 1M tokens, base tier

Gemini 3.5 Flash-Lite$0.3

Grok 4.7$2

API outputUSD per 1M tokens, base tier

Gemini 3.5 Flash-Lite$2.5

Grok 4.7$6

Cache readUSD per 1M tokens, base tier

Gemini 3.5 Flash-Lite$0.03

Grok 4.7$0.5

Key to the marks:better valuebetter, but not conclusivetie

Pricing by provider

Direct developer pricing and provider endpoint tariffs routed through OpenRouter are listed separately. Prices are in USD per 1M tokens. Context-dependent direct tiers plus regional, Flex, Priority, and other OpenRouter tariffs remain individually identifiable.

Provider pricing for Gemini 3.5 Flash-Lite and Grok 4.7
Model	Provider	Purchase route and tariff	Input per 1M tokens	Output per 1M tokens	Source
Gemini 3.5 Flash-Lite	Google	Direct from developerStandard API	$0.3	$2.5	Source09/22/2026
	Google	Via OpenRoutergoogle-vertex/eu	$0.33	$2.75	Source10/17/2026
	Google	Via OpenRoutergoogle-vertex/global	$0.3	$2.5	Source10/17/2026
	Google	Via OpenRoutergoogle-vertex/global/flex	Lowest listed price: $0.15	Lowest listed price: $1.25	Source10/17/2026
	Google	Via OpenRoutergoogle-vertex/global/priority	$0.54	$4.5	Source10/17/2026
	Google	Via OpenRoutergoogle-vertex/us	$0.33	$2.75	Source10/17/2026
	Google AI Studio	Via OpenRoutergoogle-ai-studio	$0.3	$2.5	Source10/17/2026
	Google AI Studio	Via OpenRoutergoogle-ai-studio/flex	Lowest listed price: $0.15	Lowest listed price: $1.25	Source10/17/2026
	Google AI Studio	Via OpenRoutergoogle-ai-studio/priority	$0.54	$4.5	Source10/17/2026
Grok 4.7	xAI	Direct from developerUp to 200,000 context tokens	Lowest listed price: $2	Lowest listed price: $6	Source09/23/2026
	xAI	Direct from developerAbove 200,000 context tokens	$4	$12	Source09/23/2026
	xAI	Via OpenRouterxai	Lowest listed price: $2	Lowest listed price: $6	Source10/17/2026
	xAI	Via OpenRouterxai/priority	$4	$12	Source10/17/2026
	xAI	Via OpenRouterxai/zdr	Lowest listed price: $2	Lowest listed price: $6	Source10/17/2026
	xAI	Via OpenRouterxai/zdr/priority	$4	$12	Source10/17/2026
	xAI	Via OpenRouterxai/zdr/us	$2.2	$6.6	Source10/17/2026

Performance

Shared benchmarks

Only published results with the same benchmark version, task, metric, and comparison cohort are paired. Different reasoning levels, agents, harnesses, or output limits appear directly in the table.

Capability profile from matched benchmarks

Each axis averages directly matched benchmark families. A value of 100 means the stronger value within this pair, not a universal quality score.

Not enough directly matched categories for a reliable radar

Only 0 of at least 5 categories have comparable, direct model measurements. The benchmark tables below show the available evidence without filling missing axes.

Gemini 3.5 Flash-LiteGrok 4.7

Code MigrationOverall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite6.148 %

Grok 4.744.816 %

CyberBench v1.1Overall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite59.107 %

Grok 4.769.464 %

EMBOverall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite43.231 %

Grok 4.766.991 %

Finance Agent (v2)Overall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite47.442 %

Grok 4.752.251 %

Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite0 %

Grok 4.712.5 %

Legal Research BenchOverall · All-pass. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite13.942 %

Grok 4.747.115 %

LegalBenchOverall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite84.073 %

Grok 4.784.389 %

LMArena Code Arena WebDevOverall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite1,440.401

Grok 4.71,640.149

LMArena Text, Style ControlOverall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite1,454.971

Grok 4.71,443.84

LMArena Vision, Style ControlOverall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite1,265.999

Grok 4.71,247.549

MedCodeOverall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite43.489 %

Grok 4.749.553 %

MedScribeOverall. Higher is better. Test setup not documented as identical

Gemini 3.5 Flash-Lite70.886 %

Grok 4.789.377 %

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for Gemini 3.5 Flash-Lite and Grok 4.7
Benchmark and task	Gemini 3.5 Flash-Lite	Grok 4.7	Source
Code MigrationOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	6.148 %	Higher measured value44.816 %	Vals AI Source details Data as of: 10/12/2026
CyberBench v1.1Overall Test details Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	59.107 %	Higher measured value69.464 %	Vals AI Source details Data as of: 10/12/2026
EMBOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	43.231 %	Higher measured value66.991 %	Vals AI Source details Data as of: 10/12/2026
Finance Agent (v2)Overall Test details Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	47.442 %	Higher measured value52.251 %	Vals AI Source details Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkOverall · Task fully resolved Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	0 %	Higher measured value12.5 %	Vals AI Source details Data as of: 10/12/2026
Legal Research BenchOverall · All-pass Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	13.942 %	Higher measured value47.115 %	Vals AI Source details Data as of: 10/12/2026
LegalBenchOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	84.073 %	Higher measured value84.389 %	Vals AI Source details Data as of: 10/13/2026
LMArena Code Arena WebDevOverall Test details Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Code Arena WebDev Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Code Arena WebDevGemini 3.5 Flash-Lite: Arena rating from 242 published pairwise votes.Grok 4.7: Arena rating from 4,633 published pairwise votes.	1,440.401 95% confidence interval: ±40.572The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	Higher measured value1,640.149 95% confidence interval: ±10.129The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/13/2026
LMArena Text, Style ControlOverall Test details Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Text, style control Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Text, style controlGemini 3.5 Flash-Lite: Arena rating from 35,845 published pairwise votes.Grok 4.7: Arena rating from 10,768 published pairwise votes.	Higher measured value1,454.971 95% confidence interval: ±4.474The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	1,443.84 95% confidence interval: ±6.54The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/13/2026
LMArena Vision, Style ControlOverall Test details Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Vision, style control Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Vision, style controlGemini 3.5 Flash-Lite: Arena rating from 8,381 published pairwise votes.Grok 4.7: Arena rating from 2,942 published pairwise votes.	Higher measured value1,265.999 95% confidence interval: ±8.109The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	1,247.549 95% confidence interval: ±11.746The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/09/2026
MedCodeOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens Grok 4.7: Reasoning: xhigh, Temperature: 1, Top P: 0.95	43.489 %	Higher measured value49.553 %	Vals AI Source details Data as of: 10/13/2026
MedScribeOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens Grok 4.7: Reasoning: xhigh, Temperature: 1, Top P: 0.95	70.886 %	Higher measured value89.377 %	Vals AI Source details Data as of: 10/13/2026
ProgramBenchOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully resolved rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	0 %	Higher measured value0.5 %	Vals AI Source details Data as of: 10/12/2026
Public Benefits Bench v1.1Overall Test details Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	51.827 %	Higher measured value65.629 %	Vals AI Source details Data as of: 10/12/2026
SAGEOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens Grok 4.7: Reasoning: xhigh, Temperature: 1, Top P: 0.95, Output limit: 30,000 tokens	Higher measured value47.303 %	40.79 %	Vals AI Source details Data as of: 10/08/2026
Tax Agent BenchOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	7.254 %	Higher measured value34.197 %	Vals AI Source details Data as of: 10/12/2026
Terminal-Bench 2.1Overall Test details Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	50.187 %	Higher measured value73.408 %	Vals AI Source details Data as of: 09/28/2026
Vibe Code Bench v1.1Overall Test details Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Harness: OpenHands, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Harness: OpenHands, Temperature: 0.7, Top P: 0.95	37.161 %	Higher measured value86.175 %	Vals AI Source details Data as of: 10/12/2026
Code MigrationCLI Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	5.875 %	Higher measured value36.422 %	Vals AI Source details Data as of: 10/12/2026
CyberBench v1.1Patch Test details Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	73.214 %	Higher measured value83.929 %	Vals AI Source details Data as of: 10/12/2026
EMBComps Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	46.417 %	Higher measured value65.016 %	Vals AI Source details Data as of: 10/12/2026
Finance Agent (v2)Adjustments Test details Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	41.741 %	Higher measured value46.25 %	Vals AI Source details Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkAntitrust Competition · Criteria passed Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	76.449 %	Higher measured value91.667 %	Vals AI Source details Data as of: 10/12/2026
Legal Research BenchAdministrative / Regulatory · All-pass Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	19.697 %	Higher measured value54.545 %	Vals AI Source details Data as of: 10/12/2026
LegalBenchConclusion Tasks Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	88.404 %	Higher measured value88.636 %	Vals AI Source details Data as of: 10/13/2026
LMArena Code Arena WebDevImage to webdev Test details Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Code Arena WebDev Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Code Arena WebDevGemini 3.5 Flash-Lite: Arena rating from 1,600 published pairwise votes.Grok 4.7: Arena rating from 796 published pairwise votes.	1,447.43 95% confidence interval: ±15.334The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	Higher measured value1,577.336 95% confidence interval: ±21.171The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/09/2026
LMArena Text, Style ControlBusiness, management and finance Test details Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Text, style control Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Text, style controlGemini 3.5 Flash-Lite: Arena rating from 6,603 published pairwise votes.Grok 4.7: Arena rating from 1,856 published pairwise votes.	Higher measured value1,452.709 95% confidence interval: ±7.982The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	1,433.198 95% confidence interval: ±14.038The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/13/2026
LMArena Vision, Style ControlCreative writing vision Test details Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Vision, style control Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Vision, style controlGemini 3.5 Flash-Lite: Arena rating from 787 published pairwise votes.Grok 4.7: Arena rating from 290 published pairwise votes.	Higher measured value1,256.499 95% confidence interval: ±22.214The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	1,233.031 95% confidence interval: ±36.879The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/09/2026
ProgramBenchAlmost Resolved Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: almost-resolved rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	0 %	Higher measured value21.5 %	Vals AI Source details Data as of: 10/12/2026
SAGEAutomata Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens Grok 4.7: Reasoning: xhigh, Temperature: 1, Top P: 0.95, Output limit: 30,000 tokens	28.968 %	Higher measured value30.952 %	Vals AI Source details Data as of: 10/08/2026
Tax Agent BenchControversy & Precedence Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	3.333 %	Higher measured value13.333 %	Vals AI Source details Data as of: 10/12/2026
Terminal-Bench 2.1Easy Test details Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	66.667 %	Higher measured value91.667 %	Vals AI Source details Data as of: 09/28/2026
Code MigrationCOBOL Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	6.964 %	Higher measured value70 %	Vals AI Source details Data as of: 10/12/2026
CyberBench v1.1PoC Test details Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	45 %	Higher measured value55 %	Vals AI Source details Data as of: 10/12/2026
EMBDataroom Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	57.687 %	Higher measured value83.58 %	Vals AI Source details Data as of: 10/12/2026
Finance Agent (v2)All-Pass Test details Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	35.265 %	Higher measured value42.137 %	Vals AI Source details Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkAntitrust Competition · Task fully resolved Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	0 %	Higher measured value20 %	Vals AI Source details Data as of: 10/12/2026
Legal Research BenchAdministrative / Regulatory · Weighted partial credit Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: weighted partial-credit scoreScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	71.96 %	Higher measured value87.214 %	Vals AI Source details Data as of: 10/12/2026
LegalBenchInterpretation Tasks Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	80.332 %	Higher measured value81.264 %	Vals AI Source details Data as of: 10/13/2026
LMArena Code Arena WebDevWebdev Test details Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Code Arena WebDev Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Code Arena WebDevGemini 3.5 Flash-Lite: Arena rating from 242 published pairwise votes.Grok 4.7: Arena rating from 4,633 published pairwise votes.	1,440.401 95% confidence interval: ±40.572The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	Higher measured value1,640.149 95% confidence interval: ±10.129The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/13/2026
LMArena Text, Style ControlChinese Test details Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Text, style control Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Text, style controlGemini 3.5 Flash-Lite: Arena rating from 2,746 published pairwise votes.Grok 4.7: Arena rating from 861 published pairwise votes.	1,483.866 95% confidence interval: ±12.01The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	Higher measured value1,506.477 95% confidence interval: ±20.231The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/13/2026
LMArena Vision, Style ControlDiagram Test details Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Vision, style control Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Vision, style controlGemini 3.5 Flash-Lite: Arena rating from 2,111 published pairwise votes.Grok 4.7: Arena rating from 754 published pairwise votes.	Higher measured value1,293.093 95% confidence interval: ±13.782The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	1,277.165 95% confidence interval: ±22.096The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/09/2026
ProgramBenchFully Resolved Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully resolved rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	0 %	Higher measured value0.5 %	Vals AI Source details Data as of: 10/12/2026
SAGECalculus Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens Grok 4.7: Reasoning: xhigh, Temperature: 1, Top P: 0.95, Output limit: 30,000 tokens	60.494 %	Higher measured value70.371 %	Vals AI Source details Data as of: 10/08/2026
Tax Agent BenchControversy & Precedence Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	34.598 %	Higher measured value62.693 %	Vals AI Source details Data as of: 10/12/2026
Terminal-Bench 2.1Hard Test details Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	31.111 %	Higher measured value67.778 %	Vals AI Source details Data as of: 09/28/2026
Code MigrationCode Quality Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: mean reviewer code-quality ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	2.652 / 5	Higher measured value4.105 / 5	Vals AI Source details Data as of: 10/12/2026
EMBDCF Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	33.614 %	Higher measured value58.244 %	Vals AI Source details Data as of: 10/12/2026
Finance Agent (v2)Comparables Test details Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	Higher measured value45.186 %	42.22 %	Vals AI Source details Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkArbitration International Dispute Resolution · Criteria passed Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	63.799 %	Higher measured value92.832 %	Vals AI Source details Data as of: 10/12/2026
Legal Research BenchBusiness & Commercial · All-pass Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	6.977 %	Higher measured value44.186 %	Vals AI Source details Data as of: 10/12/2026
LegalBenchIssue Tasks Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	89.325 %	Higher measured value89.495 %	Vals AI Source details Data as of: 10/13/2026
LMArena Code Arena WebDevWebdev-react Test details Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Code Arena WebDev Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Code Arena WebDevGemini 3.5 Flash-Lite: Arena rating from 151 published pairwise votes.Grok 4.7: Arena rating from 2,845 published pairwise votes.	1,417.798 95% confidence interval: ±52.026The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	Higher measured value1,663.304 95% confidence interval: ±12.689The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/13/2026
LMArena Text, Style ControlCoding Test details Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Text, style control Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Text, style controlGemini 3.5 Flash-Lite: Arena rating from 9,919 published pairwise votes.Grok 4.7: Arena rating from 2,348 published pairwise votes.	Higher measured value1,501.467 95% confidence interval: ±6.923The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	1,494.495 95% confidence interval: ±12.482The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/13/2026
LMArena Vision, Style ControlEnglish Test details Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.5 Flash-Lite: Snapshot: gemini-3.5-flash-lite, Harness: Arena Vision, style control Grok 4.7: Snapshot: grok-4.7-xhigh, Reasoning: xhigh, Harness: Arena Vision, style controlGemini 3.5 Flash-Lite: Arena rating from 2,880 published pairwise votes.Grok 4.7: Arena rating from 1,014 published pairwise votes.	Higher measured value1,267.775 95% confidence interval: ±12.218The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	1,238.945 95% confidence interval: ±19.741The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.	LMArena Source details Data as of: 10/09/2026
ProgramBenchRaw Pass Rate Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: raw test pass rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	33.852 %	Higher measured value75.701 %	Vals AI Source details Data as of: 10/12/2026
SAGELinear Algebra Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens Grok 4.7: Reasoning: xhigh, Temperature: 1, Top P: 0.95, Output limit: 30,000 tokens	Higher measured value63.736 %	58.878 %	Vals AI Source details Data as of: 10/08/2026
Tax Agent BenchCurrent & Temporal Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	3.333 %	Higher measured value46.667 %	Vals AI Source details Data as of: 10/12/2026
Terminal-Bench 2.1Medium Test details Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	59.394 %	Higher measured value75.152 %	Vals AI Source details Data as of: 09/28/2026
EMBLBO Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	40.127 %	Higher measured value56.876 %	Vals AI Source details Data as of: 10/12/2026
Finance Agent (v2)Disclosure Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	56.138 %	Higher measured value64.476 %	Vals AI Source details Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkArbitration International Dispute Resolution · Task fully resolved Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	No direct winner0 %	No direct winner0 %	Vals AI Source details Data as of: 10/12/2026
Legal Research BenchBusiness & Commercial · Weighted partial credit Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: weighted partial-credit scoreScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	73.216 %	Higher measured value87.402 %	Vals AI Source details Data as of: 10/12/2026
LegalBenchRhetoric Tasks Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 3.5 Flash-Lite: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens Grok 4.7: Reasoning: xhigh, Temperature: 0.7, Top P: 0.95	80.595 %	Higher measured value81.501 %	Vals AI Source details Data as of: 10/13/2026
Key to the marks:better valuebetter, but not conclusivetie

Our model tests

Our tests

SVG short test

One SVG prompt and fixed output settings. Captures are shown only with 0 reported reasoning tokens or documented lack of reasoning controls. Identical test conditions do not make the models' internal compute identical.

Shared test round: 4ae5d8eeb9a9

Gemini 3.5 Flash-Lite

Unavailable in this round

Grok 4.7

Unavailable in this round

Earlier tests

Pelican on a bicycle

A community classic for free-form SVG drawing.

Gemini 3.5 Flash-Lite

Reasoning (requested): high

Current attempt

Run date: Oct 2, 2026
API provider: openrouter
Requested API model: google/gemini-3.5-flash-lite
API model reported in response: google/gemini-3.5-flash-lite
Reasoning setting: high
Pinned endpoint: Google AI Studio | google/gemini-3.5-flash-lite-20260721
Temperature: Provider default
Token limit including reasoning: 8,192 tokens
Test protocol: community-visual-tests-v1
Technical checks: Passed, not a quality rating
Response time: 14.3 s

Visually reviewed. This individual test does not establish overall model quality.

Earlier attempts (2)

Oct 1, 2026API request failedReasoning setting: high
Sep 7, 2026API request failedReasoning setting: high

Grok 4.7

Reasoning (requested): high

Current attempt

Run date: Oct 1, 2026
API provider: openrouter
Requested API model: x-ai/grok-4.7
API model reported in response: x-ai/grok-4.7
Reasoning setting: high
Pinned endpoint: xAI | x-ai/grok-4.7-20260916
Temperature: Provider default
Token limit including reasoning: 8,192 tokens
Test protocol: community-visual-tests-v1
Technical checks: Passed, not a quality rating
Response time: 13.4 s

Visually reviewed. This individual test does not establish overall model quality.

Earlier attempts (1)

Oct 1, 2026API request failedReasoning setting: high

Prompt and test conditions

Generate an SVG of a pelican riding a bicycle

Token limit including reasoning: 8,192 tokens

Task origin (Simon Willison)

How to read this comparison

Winning one benchmark is not an overall verdict

Your workload, budget, and required context length matter most. A coding benchmark says little about visual understanding or agent performance.

The standard price table uses direct developer rates. The provider comparison labels OpenRouter endpoints, regions, and special tariffs separately.

Every result links to its measurement source and retrieval date. Labels distinguish vendor reports, official benchmark leaderboards, and independent evaluations. Disputed or archived results are excluded.

More matchups

Compare Gemini 3.5 Flash-Lite and Grok 4.7 with other leading models using the same data and benchmark logic.

View the complete LLM comparison

Gemini 3.5 Flash-Lite vs. Grok 4.7

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General specifications

API pricing compared

Shared benchmarks

Capability profile from matched benchmarks

Our tests

SVG short test

Gemini 3.5 Flash-Lite

Grok 4.7

Pelican on a bicycle

Winning one benchmark is not an overall verdict

Related LLM comparisons