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Claude Haiku 4.5 vs MiniMax M2

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 Haiku 4.5 and MiniMax M2.

Anthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...

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MiniMax

MiniMax M2

MiniMax-M2 is a compact, high-efficiency large language model optimized for end-to-end coding and agentic workflows. With 10 billion activated parameters (230 billion total), it delivers near-frontier intelligence across general reasoning,...

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Technical Specifications

SpecificationClaude Haiku 4.5MiniMax M2
ProviderAnthropicMiniMax
Context Window200,000 tokens204,800 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-10-23

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

MiniMax M2

$0.26

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

MiniMax M2

$1.02

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
8480.0%vsN/A
Claude Haiku 4.5
MiniMax M2
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
MiniMax M2
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
MiniMax M2
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
MiniMax M2
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
MiniMax M2
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
MiniMax M2

Claude Haiku 4.5 Quirks & Gotchas

  • Fastest TTFT in the Claude lineup — ideal for real-time chat
  • Tool calling limited compared to Sonnet — best for simple classification and routing

MiniMax M2 Quirks & Gotchas

No developer gotchas reported.