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Claude Sonnet 5 (batch) vs MiniMax M2

vs
MiniMax M2

MiniMax

72#148
Signal-by-Signal Comparison
SignalClaude Sonnet 5 (batch)DeltaMiniMax M2
Capabilities
100
+33
67
Pricing
95
-4
99
Context window size
95
+11
84
Recency
100
+20
80
Output Capacity
85
0
85
Benchmarks
0
-72
72
Overall Result
3 wins
of 6
3 wins
It's a tie - both models win 3 signals each

Score History

Score History (25 data points)
Claude Sonnet 5 (batch)MiniMax M2
Claude Sonnet 5 (batch)

40

current score

Leader

MiniMax M2

right now

MiniMax M2

72

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Claude Sonnet 5 (batch)

Anthropic

Per request$0.003500
Daily$11.67
Monthly$350.00
Annual$4200.00

MiniMax M2

MiniMax

Best Value
Per request$0.000765
Daily$2.55
Monthly$76.50
Annual$918.00

MiniMax M2 saves you $273.50/month

That's $3282.00/year compared to Claude Sonnet 5 (batch) at your current usage level of 100K calls/month.

78% cheaper
Choose MiniMax M2 for cost optimization

Claude Sonnet 5 (batch) pricing:
Input:$1.00/M tokens
Output:$5.00/M tokens
MiniMax M2 pricing:
Input:$0.26/M tokens
Output:$1.02/M tokens
Claude Sonnet 5 (batch)

Anthropic

40

Composite Score

Winner
MiniMax M2

MiniMax

72

Composite Score

Signal-by-Signal Comparison
MetricClaude Sonnet 5 (batch)MiniMax M2Winner
Overall Score
40
72
MiniMax M2
Rank#251#148
MiniMax M2
Quality Rank#251#148
MiniMax M2
Adoption Rank#251#148
MiniMax M2
Parameters------
Context Window1000K205K
Claude Sonnet 5 (batch)
Pricing$1.00/$5.00/M$0.26/$1.02/M--
Signal Scores
Capabilities
100
67
Claude Sonnet 5 (batch)
Pricing
95
99
MiniMax M2
Context window size
95
84
Claude Sonnet 5 (batch)
Recency
100
80
Claude Sonnet 5 (batch)
Output Capacity
85
85
MiniMax M2
Benchmarks--
72
MiniMax M2
Benchmark Head-to-Head(3 benchmarks)
Claude Sonnet: 0MiniMax M2: 0
Claude Sonnet
MiniMax M2
Normalized 0-100%
MMLU-Pro
-82%
SWE-bench Verified
-61%
Arena Elo
-1346
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Claude Sonnet 5 (batch)Entry Level

Scores 40/100 (rank #251), placing it in the top 14% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
MiniMax M2Strong Performer

Scores 72/100 (rank #148), placing it in the top 49% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

MiniMax M2 has a 32-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Claude Sonnet 5 (batch) when you need:

  • Processing long documents or large codebases (1000K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving

Choose MiniMax M2 when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Claude Sonnet 5 (batch)
Input cost$1.00/M tokens
Output cost$5.00/M tokens
Cost per quality point$0.150
Est. monthly (1M tokens/day)$90.00
MiniMax M2Best Value
Input cost$0.26/M tokens
Output cost$1.02/M tokens
Cost per quality point$0.018
Est. monthly (1M tokens/day)$19.13

MiniMax M2 offers 79% better value per quality point. At 1M tokens/day, you'd spend $19.13/month with MiniMax M2 vs $90.00/month with Claude Sonnet 5 (batch) - a $70.88 monthly difference.

Latency & Speed
Claude Sonnet 5 (batch)Faster
Speed score0/100
MiniMax M2
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Claude Sonnet 5 (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. MiniMax M2 also offers lower per-token costs for high-volume support

Claude Sonnet 5 (batch)

Long document analysis

Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Claude Sonnet 5 (batch)

Batch data extraction

Lower output pricing ($1.02/M) reduces costs when processing thousands of records daily

MiniMax M2

Creative writing & content

Higher overall composite score (72/100) correlates with better nuance, coherence, and style in long-form content

MiniMax M2

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Claude Sonnet 5 (batch)
Which Should You Choose?
Our recommendation:
MiniMax M2

MiniMax M2 clearly outperforms Claude Sonnet 5 (batch) with a significant 32-point lead. For most general use cases, MiniMax M2 is the stronger choice. However, Claude Sonnet 5 (batch) may still excel in niche scenarios.

by Anthropic

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale
MiniMax M2
Recommended

by MiniMax

  • Choose for Cost - 79% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Sonnet 5 (batch)MiniMax M2
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Claude Sonnet 5 (batch)

Anthropic

$7.80
estimated monthly cost

MiniMax M2

MiniMax

Best Value
$1.68
estimated monthly cost

MiniMax M2 saves you $6.12/month

That's 78% cheaper than Claude Sonnet 5 (batch) at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterClaude Sonnet 5 (batch)MiniMax M2
Context Window1M205K
Max Output Tokens128,000131,072
Open SourceNoYes
CreatedJun 30, 2026Oct 23, 2025
Last updated: 46m ago

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Claude Sonnet 5 (batch) vs MiniMax M2 (2026) | LM Market Cap