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MiniMax M2 vs GLM 4.5 Air

MiniMax M2

MiniMax

71#155
vs
GLM 4.5 Air

Zhipu AI

71#157
Signal-by-Signal Comparison
SignalMiniMax M2DeltaGLM 4.5 Air
Capabilities
67
+17
50
Benchmarks
70
-2
72
Pricing
99
0
99
Context window size
84
+3
81
Recency
76
+16
59
Output Capacity
82
+2
80
Overall Result
4 wins
of 6
2 wins
MiniMax M2 wins 4 of 6 signals

Score History

Score History (29 data points)
MiniMax M2GLM 4.5 Air
MiniMax M2

71

current score

Leader

MiniMax M2

right now

GLM 4.5 Air

70.7

current score

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

MiniMax M2

MiniMax

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

GLM 4.5 Air

Zhipu AI

Best Value
Per request$0.000555
Daily$1.85
Monthly$55.50
Annual$666.00

GLM 4.5 Air saves you $21.00/month

That's $252.00/year compared to MiniMax M2 at your current usage level of 100K calls/month.

27% cheaper
Choose GLM 4.5 Air for cost optimization

MiniMax M2 pricing:
Input:$0.26/M tokens
Output:$1.02/M tokens
GLM 4.5 Air pricing:
Input:$0.13/M tokens
Output:$0.85/M tokens
Winner
MiniMax M2

MiniMax

71

Composite Score

GLM 4.5 Air

Zhipu AI

71

Composite Score

Signal-by-Signal Comparison
MetricMiniMax M2GLM 4.5 AirWinner
Overall Score
71
71
MiniMax M2
Rank#155#157
MiniMax M2
Quality Rank#155#157
MiniMax M2
Adoption Rank#155#157
MiniMax M2
Parameters------
Context Window205K131K
MiniMax M2
Pricing$0.26/$1.02/M$0.13/$0.85/M--
Signal Scores
Capabilities
67
50
MiniMax M2
Benchmarks
70
72
GLM 4.5 Air
Pricing
99
99
GLM 4.5 Air
Context window size
84
81
MiniMax M2
Recency
76
59
MiniMax M2
Output Capacity
82
80
MiniMax M2
Benchmark Head-to-Head(2 benchmarks)
MiniMax M2: 1GLM 4.5: 1
MiniMax M2
GLM 4.5
Normalized 0-100%
MMLU-Pro
82%81.4%
Arena Elo
13461373
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 M2Strong Performer

Scores 71/100 (rank #155), placing it in the top 47% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GLM 4.5 AirStrong Performer

Scores 71/100 (rank #157), placing it in the top 46% 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 MiniMax M2 when you need:

  • Processing long documents or large codebases (205K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose GLM 4.5 Air when you need:

  • 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 M2
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
GLM 4.5 AirBest Value
Input cost$0.13/M tokens
Output cost$0.85/M tokens
Cost per quality point$0.014
Est. monthly (1M tokens/day)$14.70

GLM 4.5 Air offers 23% better value per quality point. At 1M tokens/day, you'd spend $14.70/month with GLM 4.5 Air vs $19.13/month with MiniMax M2 - a $4.43 monthly difference.

Latency & Speed
MiniMax M2Faster
Speed score0/100
GLM 4.5 Air
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. GLM 4.5 Air also offers lower per-token costs for high-volume support

MiniMax M2

Long document analysis

Larger context window (205K tokens) can process longer documents, contracts, and research papers in a single pass

MiniMax M2

Batch data extraction

Lower output pricing ($0.85/M) reduces costs when processing thousands of records daily

GLM 4.5 Air

Creative writing & content

Higher overall composite score (71/100) correlates with better nuance, coherence, and style in long-form content

MiniMax M2
Which Should You Choose?
Our recommendation:
MiniMax M2

MiniMax M2 and GLM 4.5 Air are extremely close in overall performance (only 0.29999999999999716 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 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 Zhipu AI

  • Choose for Cost - 23% lower pricing; better value at scale
Capability Comparison
CapabilityMiniMax M2GLM 4.5 Air
Vision (Image Input)
Function Calling
Streaming
JSON Modediffers
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

MiniMax M2

MiniMax

$1.68
estimated monthly cost

GLM 4.5 Air

Zhipu AI

Best Value
$1.25
estimated monthly cost

GLM 4.5 Air saves you $0.4290/month

That's 25% cheaper than MiniMax M2 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 M2GLM 4.5 Air
Context Window205K131K
Max Output Tokens131,07298,304
Open SourceYesYes
CreatedOct 23, 2025Jul 25, 2025
Last updated: 38m ago

相关对比

MiniMax M2 vs GLM 4.5 Air (2026) | LM Market Cap