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KAT-Coder-Pro V2 vs Mistral Small 3

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 KAT-Coder-Pro V2 and Mistral Small 3.

Kuaishou

KAT-Coder-Pro V2

KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,...

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Mistral

Mistral Small 3

Mistral Small 3 is a 24B-parameter language model optimized for low-latency performance across common AI tasks. Released under the Apache 2.0 license, it features both pre-trained and instruction-tuned versions designed...

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Technical Specifications

SpecificationKAT-Coder-Pro V2Mistral Small 3
ProviderKuaishouMistral
Context Window256,000 tokens32,768 tokens
Agent SuitabilityN/A84/100
Time to First Token (TTFT)N/A120 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-03-272025-01-30

API Pricing Comparison

Input Price per Million Tokens

KAT-Coder-Pro V2

$0.30

Mistral Small 3

$0.07

Output Price per Million Tokens

KAT-Coder-Pro V2

$1.20

Mistral Small 3

$0.20

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.

MMLUGeneral knowledge & multi-task understanding
N/Avs8120.0%
KAT-Coder-Pro V2
Mistral Small 3
HumanEvalPython coding & logic synthesis
N/Avs8300.0%
KAT-Coder-Pro V2
Mistral Small 3
MATHComplex mathematical problem solving
N/Avs6800.0%
KAT-Coder-Pro V2
Mistral Small 3
GPQAGraduate-level expert reasoning
N/Avs4500.0%
KAT-Coder-Pro V2
Mistral Small 3
HellaSwagCommonsense reasoning and inference
N/Avs8500.0%
KAT-Coder-Pro V2
Mistral Small 3
MT-BenchMulti-turn conversation flow quality
N/Avs830.0%
KAT-Coder-Pro V2
Mistral Small 3

KAT-Coder-Pro V2 Quirks & Gotchas

No developer gotchas reported.

Mistral Small 3 Quirks & Gotchas

  • Fastest TTFT at lowest cost — ideal for high-volume classification
  • Not designed for complex reasoning — route multi-step tasks to Mistral Large 3