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Gemma 3 4B vs KAT-Coder-Air V2.5

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Gemma 3 4B and KAT-Coder-Air V2.5.

Google

Gemma 3 4B

Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,...

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Kuaishou

KAT-Coder-Air V2.5

No description available.

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Technical Specifications

SpecificationGemma 3 4BKAT-Coder-Air V2.5
ProviderGoogleKuaishou
Context Window131,072 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-03-132026-07-10

API Pricing Comparison

Input Price per Million Tokens

Gemma 3 4B

$0.05

KAT-Coder-Air V2.5

$0.15

Output Price per Million Tokens

Gemma 3 4B

$0.10

KAT-Coder-Air V2.5

$0.60

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

Gemma 3 4B Quirks & Gotchas

No developer gotchas reported.

KAT-Coder-Air V2.5 Quirks & Gotchas

No developer gotchas reported.