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Gemini 4 Carbonvs.GLM-5.3-Flash

Which one is better?

Gemini 4 Carbon is clearly ahead in the overall index.

IntelligenceOverall index, 0 to 100 · higher is better
96

Gemini 4 Carbon

Rank 1 to 5

34

GLM-5.3-Flash

Rank 32 to 41

SpeedTokens per second · higher is better
100

Gemini 4 Carbon

fairly fast

78

GLM-5.3-Flash

fairly slow

PriceDollars per 1M tokens · lower is better
n/a

Gemini 4 Carbon

$0.24

GLM-5.3-Flash

cheap

Gemini 4 Carbon

Subscription

Subscriptions in Germany: n/a

Via API

n/a (no API price known).

GLM-5.3-Flash

Subscription

At Z.ai from ≈ €19.08 a month (GLM Coding Plan Lite, with limited credits). Through other providers from ≈ €1.06 a month (Command Code Go, with limited credits). 26 plans in Germany.

Via API

$0.15 input, $0.50 output per 1M tokens, unchanged since Aug 29, 2026.

Overall index with data through Oct 29, 2026 · Prices from Oct 29, 2026 · Speed: measured by Artificial Analysis · Subscriptions as of Oct 24, 2026 · Subscription prices incl. VAT

Where is the difference?

Values from 0 to 100 per task area. We only name a winner when the gap is large enough and there are enough tests.

Gemini 4 Carbon ahead: 6GLM-5.3-Flash ahead: 0level: 0too little data: 4of 10 areas

Gemini 4 CarbonGLM-5.3-Flash0 to 100, higher is better
Areas in the overall index
CodingGemini 4 Carbon aheadGemini 4 Carbon: 92GLM-5.3-Flash: 39
ReasoningGemini 4 Carbon aheadGemini 4 Carbon: 96GLM-5.3-Flash: 18
Mathematicsonly GLM-5.3-Flash has a scoreGemini 4 Carbon: not enough dataGLM-5.3-Flash: 28
KnowledgeGemini 4 Carbon aheadGemini 4 Carbon: above 99GLM-5.3-Flash: 21
AgentsGemini 4 Carbon aheadGemini 4 Carbon: 88GLM-5.3-Flash: 25
Generalonly GLM-5.3-Flash has a scoreGemini 4 Carbon: not enough dataGLM-5.3-Flash: 27
Multimodalonly GLM-5.3-Flash has a scoreGemini 4 Carbon: not enough dataGLM-5.3-Flash: 41
Specialist fields
FinanceGemini 4 Carbon aheadGemini 4 Carbon: 94GLM-5.3-Flash: 50
LegalGemini 4 Carbon aheadGemini 4 Carbon: 94GLM-5.3-Flash: 51
Healthonly GLM-5.3-Flash has a scoreGemini 4 Carbon: not enough dataGLM-5.3-Flash: 56
Show 2 more areas that do not count toward the overall index
Gemini 4 CarbonGLM-5.3-Flash0 to 100, higher is better
Cybersecurityonly GLM-5.3-Flash has a scoreGemini 4 Carbon: not enough dataGLM-5.3-Flash: 42
Educationonly GLM-5.3-Flash has a scoreGemini 4 Carbon: not enough dataGLM-5.3-Flash: 63

See for yourself: same task, one attempt

The same prompt for both models. We show the latest attempt without fixes; it does not count toward the overall index.

Pelican on a bicycle

A community classic for free-form SVG drawing.

Gemini 4 Carbon

Not tested yet

GLM-5.3-Flash

GLM-5.3-Flash: Pelican on a bicycle
A community classic for free-form SVG drawing.

Reasoning (requested): high

Current attempt
Run date
Oct 1, 2026
API provider
openrouter
Requested API model
z-ai/glm-5.3-flash
API model reported in response
z-ai/glm-5.3-flash
Reasoning setting
high
Pinned endpoint
Z.AI | z-ai/glm-5.3-flash-20260826
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
49.7 s

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

Earlier attempts (1)
  • Sep 7, 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)
SVG short test

There is no shared test round for this selection. Results from different rounds are not mixed.

All data side by side

The better value is bold. For the overall index only when the gap is clear.

MetricGemini 4 CarbonGLM-5.3-Flash
Intelligence
Overall index0 to 100, higher is better9634
RankRank 1 to 5 of 95Rank 32 to 41 of 95
Price per 1M tokens
Inputwhat you sendn/a$0.15
Outputwhat the model writesn/a$0.50
Speed
Tokens per second10078
Technical
Context windowhow much text the model reads at once1 M tokens≈ 1,500 A4 pages1 M tokens≈ 1,500 A4 pages
Knowledge cutoffn/an/a
Releasedn/aAug 26, 2026
AvailabilityLimited accessOpen Source
Open weightsnoyes
  • Gemini 4 Carbon, Announced introductory pricing: $2 input and $10 output per 1M tokens. Cached input receives a 95% discount, giving $0.10 per 1M tokens. This announcement does not establish an already available public API. Source
  • Gemini 4 Carbon, Announced pricing after the introductory period: Afterward, $4 input and $20 output per 1M tokens. Google has not specified when the introductory period ends. Source
  • Gemini 4 Carbon, Artificial Analysis pricing assumptions: Artificial Analysis calculates test costs using $4 input, $20 output, and $0.20 cached input per 1M tokens. These are the evaluator’s pricing assumptions, not confirmation of a publicly available API tariff. Source

Prices without caching or batch discounts · Page count as a rule of thumb from Artificial Analysis

Shared benchmarks

Single results from the same benchmark version, task and metric. A value is bold only with the same test setup and a clear gap.

A: Gemini 4 CarbonB: GLM-5.3-Flash

Vals IndexOverall · higher is betterTest setup not documented as identicalGemini 4 Carbon: 70.4%GLM-5.3-Flash: 50.9%Vals AIAs of 10/27/2026
Vals IndexCode Migration v1.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 80.1%GLM-5.3-Flash: 50.6%Vals AIAs of 10/27/2026
Vals IndexEMB v1.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 76.5%GLM-5.3-Flash: 66.3%Vals AIAs of 10/27/2026
Vals IndexFinance Agent v2.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 67.2%GLM-5.3-Flash: 60.6%Vals AIAs of 10/27/2026
Vals IndexHLAB-Vals-1.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 17.5%GLM-5.3-Flash: 10.4%Vals AIAs of 10/27/2026
Vals IndexLegal Research · higher is betterTest setup not documented as identicalGemini 4 Carbon: 55.8%GLM-5.3-Flash: 45.2%Vals AIAs of 10/27/2026
Vals IndexTax Agent · higher is betterTest setup not documented as identicalGemini 4 Carbon: 48.9%GLM-5.3-Flash: 31.6%Vals AIAs of 10/27/2026
Vals IndexTerminal-Bench 4.0 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 63.1%GLM-5.3-Flash: 37.4%Vals AIAs of 10/27/2026
Vals IndexVibe Code Bench v1.1 · higher is betterTest setup not documented as identicalGemini 4 Carbon: 89.1%GLM-5.3-Flash: 30.8%Vals AIAs of 10/27/2026

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