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MiniMax M2 vs Kimi K2.5

MiniMax M2

MiniMax

60#151
vs
Kimi K2.5

Moonshot AI

59#153
Signal-by-Signal Comparison
SignalMiniMax M2DeltaKimi K2.5
Capabilities
67
-17
83
Benchmarks
61
+4
57
Pricing
99
+1
98
Context window size
76
-1
77
Recency
85
-15
100
Output Capacity
85
+65
20
Overall Result
3 wins
of 6
3 wins
It's a tie - both models win 3 signals each

Score History

Score History (22 data points)
MiniMax M2Kimi K2.5
MiniMax M2

59.8

current score

Leader

MiniMax M2

right now

Kimi K2.5

58.6

current score

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

MiniMax M2

MiniMax

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

Kimi K2.5

Moonshot AI

Per request$0.001387
Daily$4.63
Monthly$138.75
Annual$1665.00

MiniMax M2 saves you $62.25/month

That's $747.00/year compared to Kimi K2.5 at your current usage level of 100K calls/month.

45% cheaper
Choose MiniMax M2 for cost optimization

MiniMax M2 pricing:
Input:$0.26/M tokens
Output:$1.02/M tokens
Kimi K2.5 pricing:
Input:$0.38/M tokens
Output:$2.02/M tokens
Winner
MiniMax M2

MiniMax

60

Composite Score

Kimi K2.5

Moonshot AI

59

Composite Score

Signal-by-Signal Comparison
MetricMiniMax M2Kimi K2.5Winner
Overall Score
60
59
MiniMax M2
Rank#151#153
MiniMax M2
Quality Rank#151#153
MiniMax M2
Adoption Rank#151#153
MiniMax M2
Parameters------
Context Window205K262K
Kimi K2.5
Pricing$0.26/$1.02/M$0.38/$2.02/M--
Signal Scores
Capabilities
67
83
Kimi K2.5
Benchmarks
61
57
MiniMax M2
Pricing
99
98
MiniMax M2
Context window size
76
77
Kimi K2.5
Recency
85
100
Kimi K2.5
Output Capacity
85
20
MiniMax M2
Benchmark Head-to-Head(3 benchmarks)
MiniMax M2: 0Kimi K2.5: 1
MiniMax M2
Kimi K2.5
Normalized 0-100%
SWE-bench Verified
61%70.8%
Arena Elo
1346-
HLE
-24.37%
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.

MiniMax M2Competitive

Scores 60/100 (rank #151), placing it in the top 48% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Kimi K2.5Competitive

Scores 59/100 (rank #153), placing it in the top 48% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 1-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 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

Choose Kimi K2.5 when you need:

  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
MiniMax M2Best Value
Input cost$0.26/M tokens
Output cost$1.02/M tokens
Cost per quality point$0.021
Est. monthly (1M tokens/day)$19.13
Kimi K2.5
Input cost$0.38/M tokens
Output cost$2.02/M tokens
Cost per quality point$0.041
Est. monthly (1M tokens/day)$36.00

MiniMax M2 offers 47% better value per quality point. At 1M tokens/day, you'd spend $19.13/month with MiniMax M2 vs $36.00/month with Kimi K2.5 - a $16.88 monthly difference.

Latency & Speed
MiniMax M2Faster
Speed score0/100
Kimi K2.5
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

MiniMax M2

Customer support chatbot

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

MiniMax M2

Long document analysis

Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass

Kimi K2.5

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 (60/100) 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

Kimi K2.5
Which Should You Choose?
Our recommendation:
MiniMax M2

MiniMax M2 and Kimi K2.5 are extremely close in overall performance (only 1.1999999999999957 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

MiniMax M2
Recommended

by MiniMax

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 47% lower pricing; better value at scale
  • 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 Moonshot AI

Consider for specialized use cases.

Capability Comparison
CapabilityMiniMax M2Kimi K2.5
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

MiniMax M2

MiniMax

Best Value
$1.68
estimated monthly cost

Kimi K2.5

Moonshot AI

$3.11
estimated monthly cost

MiniMax M2 saves you $1.42/month

That's 46% cheaper than Kimi K2.5 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
ParameterMiniMax M2Kimi K2.5
Context Window205K262K
Max Output Tokens131,072--
Open SourceYesYes
CreatedOct 23, 2025Jan 27, 2026
Last updated: 7m ago

相关对比

MiniMax M2 vs Kimi K2.5 (2026) | LM Market Cap