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Head-to-head comparison

Gemini 3.8 Flash vs. DeepSeek-V4-Flash

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

shared result series
1
distinct benchmarks
1
latest retrieval
2026-09-02

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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 3.8 Flash and DeepSeek-V4-Flash
AttributeGemini 3.8 FlashDeepSeek-V4-Flash
ProviderGoogleDeepSeek
ReleasedSep 2, 2026Apr 24, 2026
AvailabilityActivePreview
Model typeProprietaryOpen Weights
ParametersNot published284B, 13B active
ArchitectureNot publishedMixture of Experts
Context window1,048,576 tokens1,000,000 tokens
Knowledge cutoffMarch 2026Not published
Technical sourcesModel, Knowledge cutoffModel

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 3.8 Flash and DeepSeek-V4-Flash
Price typeGemini 3.8 FlashDeepSeek-V4-Flash
API input$0.75$0.14
API output$3.75$0.28
Cache read$0.07$0.
Cache write (5 min.)Not listedNot listed
Cache write (1 hr.)Not listedNot listed
Price verified09/02/2026 Source07/30/2026 Source
Gemini 3.8 FlashDeepSeek-V4-Flash
API inputUSD per 1M tokens, base tier
Gemini 3.8 Flash$0.75
DeepSeek-V4-FlashLower price$0.14
API outputUSD per 1M tokens, base tier
Gemini 3.8 Flash$3.75
DeepSeek-V4-FlashLower price$0.28
Cache readUSD per 1M tokens, base tier
Gemini 3.8 Flash$0.075
DeepSeek-V4-FlashLower price$0.003

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 3.8 Flash and DeepSeek-V4-Flash
ModelProviderPurchase route and tariffInput per 1M tokensOutput per 1M tokensSource
Gemini 3.8 FlashGoogleDirect from developerStandard API$0.75$3.75Source09/02/2026
GoogleVia OpenRoutergoogle-vertex/global$0.75$3.75Source09/02/2026
GoogleVia OpenRoutergoogle-vertex/global/flexLowest listed price: $0.375Lowest listed price: $1.875Source09/02/2026
GoogleVia OpenRoutergoogle-vertex/global/priority$1.35$6.75Source09/02/2026
Google AI StudioVia OpenRoutergoogle-ai-studio$0.75$3.75Source09/02/2026
Google AI StudioVia OpenRoutergoogle-ai-studio/flexLowest listed price: $0.375Lowest listed price: $1.875Source09/02/2026
Google AI StudioVia OpenRoutergoogle-ai-studio/priority$1.35$6.75Source09/02/2026
DeepSeek-V4-FlashDeepSeekDirect from developerStandard API$0.14$0.28Source07/30/2026
AkashMLVia OpenRouterakashml/fp8$0.065$0.18Source09/02/2026
AlibabaVia OpenRouteralibaba$0.176$0.528Source09/02/2026
AmbientVia OpenRouterambient/fp4$0.08$0.18Source09/02/2026
AtlasCloudVia OpenRouteratlas-cloud/fp4$0.44$1.32Source09/02/2026
BaiduVia OpenRouterbaidu/fp8$0.065Lowest listed price: $0.1299Source09/02/2026
BaseTenVia OpenRouterbaseten/fp8#1$0.13$0.26Source09/02/2026
BaseTenVia OpenRouterbaseten/fp8#2$0.13$0.26Source09/02/2026
CloudflareVia OpenRoutercloudflare$0.44$1.32Source09/02/2026
CoreWeaveVia OpenRoutercoreweave/fp8$0.13$0.28Source09/02/2026
DeepInfraVia OpenRouterdeepinfra/fp8$0.08$0.18Source09/02/2026
DeepSeekVia OpenRouterdeepseek$0.22$0.66Source09/02/2026
DigitalOceanVia OpenRouterdigitalocean$0.08$0.252Source09/02/2026
FireworksVia OpenRouterfireworks$0.22$0.66Source09/02/2026
GMICloudVia OpenRoutergmicloud/fp4$0.352$1.056Source09/02/2026
InceptronVia OpenRouterinceptron/fp4$0.13$0.28Source09/02/2026
MakoraVia OpenRoutermakora$0.09$0.195Source09/02/2026
Mancer 2Via OpenRoutermancer/fp8$0.185$0.5Source09/02/2026
MorphVia OpenRoutermorph/bf16$0.0987$0.278Source09/02/2026
NextBitVia OpenRouternextbit/fp8$0.4$1.2Source09/02/2026
NovitaVia OpenRouternovita/fp8$0.44$1.32Source09/02/2026
OpenInferenceVia OpenRouteropen-inference/fp8Lowest listed price: $0.05$0.16Source09/02/2026
ParasailVia OpenRouterparasail/fp8$0.14$0.28Source09/02/2026
PhalaVia OpenRouterphala$0.44$1.32Source09/02/2026
RekaVia OpenRouterreka/fp4$0.11$0.66Source09/02/2026
RelaceVia OpenRouterrelace/fp4$0.065$0.18Source09/02/2026
Sail ResearchVia OpenRoutersail-research/fp4$0.065$0.18Source09/02/2026
SiliconFlowVia OpenRoutersiliconflow/fp8$0.22$0.66Source09/02/2026
StreamLakeVia OpenRouterstreamlake/fp8$0.132$0.396Source09/02/2026
TogetherVia OpenRoutertogether$0.14$0.28Source09/02/2026
VeniceVia OpenRoutervenice$0.175$0.35Source09/02/2026
WaferVia OpenRouterwafer/fast$0.2$0.25Source09/02/2026

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

Gemini 3.8 FlashDeepSeek-V4-Flash
CyberBenchOverall. Higher is better. No documented setup difference
Gemini 3.8 Flash43.75 %
DeepSeek-V4-FlashWinner66.716 %

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for Gemini 3.8 Flash and DeepSeek-V4-Flash
Benchmark and taskGemini 3.8 FlashDeepSeek-V4-FlashSource
CyberBenchOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
43.75 %
Winner66.716 %
Vals AI
Source details
Data as of: 09/01/2026

Key to the marks:better valuebetter, but not conclusivetie

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 3.8 Flash and DeepSeek-V4-Flash with other leading models using the same data and benchmark logic.

View the complete LLM comparison