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Claude 3.5 Sonnet v2 vs Kimi K2.7 Code

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 Claude 3.5 Sonnet v2 and Kimi K2.7 Code.

Anthropic

Claude 3.5 Sonnet v2

Claude 3.5 Sonnet v2 is Anthropic's enhanced version of the breakthrough Claude 3.5 Sonnet, delivering significantly improved coding capabilities, longer context handling, and more reliable tool use at the same competitive pricing. It maintains the same 200K-token context window while achieving substantial gains in HumanEval, SWE-bench, and agentic task completion rates. Claude 3.5 Sonnet v2 remains widely used as a fallback model for teams that have standardized on the 3.5 architecture and prefer its consistent, well-characterized behavior for production deployments.

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Moonshot AI

Kimi K2.7 Code

MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts...

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Technical Specifications

SpecificationClaude 3.5 Sonnet v2Kimi K2.7 Code
ProviderAnthropicMoonshot AI
Context Window200,000 tokens262,144 tokens
Agent Suitability92/100N/A
Time to First Token (TTFT)360 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-02-152026-06-12

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Sonnet v2

$3.00

Kimi K2.7 Code

$0.74

Output Price per Million Tokens

Claude 3.5 Sonnet v2

$15.00

Kimi K2.7 Code

$3.50

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/Avs8500.0%
Claude 3.5 Sonnet v2
Kimi K2.7 Code
HumanEvalPython coding & logic synthesis
N/Avs9320.0%
Claude 3.5 Sonnet v2
Kimi K2.7 Code
MATHComplex mathematical problem solving
N/Avs7650.0%
Claude 3.5 Sonnet v2
Kimi K2.7 Code
GPQAGraduate-level expert reasoning
N/Avs4600.0%
Claude 3.5 Sonnet v2
Kimi K2.7 Code
HellaSwagCommonsense reasoning and inference
N/Avs8600.0%
Claude 3.5 Sonnet v2
Kimi K2.7 Code
MT-BenchMulti-turn conversation flow quality
N/Avs900.0%
Claude 3.5 Sonnet v2
Kimi K2.7 Code

Claude 3.5 Sonnet v2 Quirks & Gotchas

  • โ–ธWell-characterized production behavior โ€” ideal for teams needing stability
  • โ–ธUpgrade to Claude 4.6 Sonnet for 1M context and improved agentic performance

Kimi K2.7 Code Quirks & Gotchas

No developer gotchas reported.