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Claude Sonnet 4 vs MiniMax M3

Claude Sonnet 4

Anthropic

74#88
vs
MiniMax M3

MiniMax

74#90
Signal-by-Signal Comparison
SignalClaude Sonnet 4DeltaMiniMax M3
Capabilities
83
--
83
Benchmarks
75
+2
73
Pricing
85
-14
99
Context window size
86
0
86
Recency
56
-44
100
Output Capacity
80
-15
95
Overall Result
1 wins
of 6
4 wins
MiniMax M3 wins 4 of 6 signals

Score History

Score History (23 data points)
Claude Sonnet 4MiniMax M3
Claude Sonnet 4

74

current score

Leader

Claude Sonnet 4

right now

MiniMax M3

73.9

current score

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

Claude Sonnet 4

Anthropic

Per request$0.010500
Daily$35.00
Monthly$1050.00
Annual$12600.00

MiniMax M3

MiniMax

Best Value
Per request$0.000900
Daily$3.00
Monthly$90.00
Annual$1080.00

MiniMax M3 saves you $960.00/month

That's $11520.00/year compared to Claude Sonnet 4 at your current usage level of 100K calls/month.

91% cheaper
Choose MiniMax M3 for cost optimization

Claude Sonnet 4 pricing:
Input:$3.00/M tokens
Output:$15.00/M tokens
MiniMax M3 pricing:
Input:$0.30/M tokens
Output:$1.20/M tokens
Winner
Claude Sonnet 4

Anthropic

74

Composite Score

MiniMax M3

MiniMax

74

Composite Score

Signal-by-Signal Comparison
MetricClaude Sonnet 4MiniMax M3Winner
Overall Score
74
74
Claude Sonnet 4
Rank#88#90
Claude Sonnet 4
Quality Rank#88#90
Claude Sonnet 4
Adoption Rank#88#90
Claude Sonnet 4
Parameters------
Context Window1000K1049K
MiniMax M3
Pricing$3.00/$15.00/M$0.30/$1.20/M--
Signal Scores
Capabilities
83
83
Claude Sonnet 4
Benchmarks
75
73
Claude Sonnet 4
Pricing
85
99
MiniMax M3
Context window size
86
86
MiniMax M3
Recency
56
100
MiniMax M3
Output Capacity
80
95
MiniMax M3
Benchmark Head-to-Head(13 benchmarks)
Claude Sonnet: 0MiniMax M3: 1
Claude Sonnet
MiniMax M3
Normalized 0-100%
MMLU
89.5%-
MMLU-Pro
83.7%-
GPQA Diamond
75.4%-
MATH-500
81.4%-
HumanEval
93.8%-
SWE-bench Verified
72.7%-
AIME 2024
58%-
IFEval
90.8%-
BBH
87%-
Arena Elo
13871445
LiveBench
67%-
HLE
5.52%-
BigCodeBench
32.4%-
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 4Strong Performer

Scores 74/100 (rank #88), placing it in the top 70% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
MiniMax M3Strong Performer

Scores 74/100 (rank #90), placing it in the top 69% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Claude Sonnet 4 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose MiniMax M3 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 4
Input cost$3.00/M tokens
Output cost$15.00/M tokens
Cost per quality point$0.243
Est. monthly (1M tokens/day)$270.00
MiniMax M3Best Value
Input cost$0.30/M tokens
Output cost$1.20/M tokens
Cost per quality point$0.020
Est. monthly (1M tokens/day)$22.50

MiniMax M3 offers 92% better value per quality point. At 1M tokens/day, you'd spend $22.50/month with MiniMax M3 vs $270.00/month with Claude Sonnet 4 - a $247.50 monthly difference.

Latency & Speed
Claude Sonnet 4Faster
Speed score0/100
MiniMax M3
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 4

Customer support chatbot

Suitable for user-facing chat with competitive response times. MiniMax M3 also offers lower per-token costs for high-volume support

Claude Sonnet 4

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

MiniMax M3

Batch data extraction

Lower output pricing ($1.20/M) reduces costs when processing thousands of records daily

MiniMax M3

Creative writing & content

Higher overall composite score (74/100) correlates with better nuance, coherence, and style in long-form content

Claude Sonnet 4

Image understanding & OCR

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

Claude Sonnet 4
Which Should You Choose?
Our recommendation:
Claude Sonnet 4

Claude Sonnet 4 and MiniMax M3 are extremely close in overall performance (only 0.09999999999999432 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

Claude Sonnet 4
Recommended

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

by MiniMax

  • Choose for Cost - 92% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Sonnet 4MiniMax M3
Vision (Image Input)
Function Calling
Streaming
JSON Modediffers
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Claude Sonnet 4

Anthropic

$23.40
estimated monthly cost

MiniMax M3

MiniMax

Best Value
$1.98
estimated monthly cost

MiniMax M3 saves you $21.42/month

That's 92% cheaper than Claude Sonnet 4 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 4MiniMax M3
Context Window1M1.0M
Max Output Tokens64,000512,000
Open SourceNoYes
CreatedMay 22, 2025May 31, 2026
Last updated: 54m ago

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