Models

GLM 5.2 vs MiniMax M2.7

Compare GLM 5.2 from Z.AI and MiniMax M2.7 from Minimax on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others through the AIHubMix API.

Z.AIGLM 5.2MinimaxMiniMax M2.7
Z.AI logo
GLM 5.2
Z.AI · text → text

GLM-5.2 is Z.ai’s flagship model for the era of long-horizon tasks. With a truly usable 1M-token context window, it can handle project-level engineering context, execute long-running tasks more reliably, follow engineering standards more consistently, and complete the full development workflow from requirements to multi-platform deployment in a single task.

Input$1.13 /M
Output$3.94 /M
Minimax logo
MiniMax M2.7
Minimax · text → text

MiniMax M2.7 can autonomously build complex Agent Harnesses and, leveraging capabilities such as Agent Teams, complex Skills, and the Tool Search tool, complete highly complex productivity tasks.

Input$0.30 /M
Output$1.18 /M

Pricing & Specifications

Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.

GLM 5.2
MiniMax M2.7
Input /M
$1.13
$0.30
Output /M
$3.94
$1.18
Cache read /M
$0.28
$0.06
Context length
1,000,000
200,000
Max output
128,000
128,000
Time to First Token
1.3 s
2.8 s
Throughput
33.8 tok/s
13.9 tok/s
Modalities
text
text
Supported Parameters
thinkingtoolsfunction callingstructured outputs
thinkingtoolsfunction callingstructured outputs
API Formats
chat_completions · claude_api
Released
June 16, 2026
-

Promotional prices show the discounted rate; see each model page for promotion windows.

Activity Past 30 Days

Daily traffic served through AIHubMix — how demand for each model is trending.

glm-5.2minimax-m2.7

Tokens / day

-

Requests / day

-

Performance Past 3 Days

Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.

glm-5.2minimax-m2.7

Throughput (tok/s)

-

TTFT (s)

-

Uptime (%)

-

LMArena Benchmarks

LMArena ratings by capability (Bradley-Terry, commonly called Elo). Higher is better.

Text
glm-5.2minimax-m2.7
1340140014601520
Overall
14161470
Coding
14801505
Math
14231475
Hard prompts
14421488
Instruction following
14081462
Multi-turn
14271470
Creative writing
13631450
Longer query
14341479
Chinese
14461516
English
14371477
WebDev Arena
glm-5.2minimax-m2.7
1360144015201600
Overall
13981582
React
13881594
HTML
14041537
Gaming
13811617
Simulations
13871606
Data analytics
14021542

Source: LMArena (arena.ai) leaderboard, imported by AIHubMix. Models without published ratings are omitted per chart.

Cost calculator

Estimate your monthly bill for the same workload on each model.

MiniMax M2.7
$35.50 /mo
GLM 5.2
$127 /mo

Monthly = daily × 30. Discounted rates applied where a promotion is active.

FAQ

Which is cheaper: GLM 5.2, MiniMax M2.7?

MiniMax M2.7: $1.18/M output tokens; GLM 5.2: $3.94/M. Use the cost calculator above to estimate your own workload.

How do their coding arena scores compare?

GLM 5.2: 1505; MiniMax M2.7: 1480 (LMArena coding leaderboard).

Which responds faster?

GLM 5.2: 1.3s time to first token measured on AIHubMix; see the live performance charts above for how each model behaves across the day.

How large is each context window?

GLM 5.2 accepts 1,000,000 and MiniMax M2.7 accepts 200,000 input tokens. Maximum output per request is 128,000 tokens on GLM 5.2 and 128,000 tokens on MiniMax M2.7.

Which one generates tokens faster?

GLM 5.2 at 33.8 tok/s and MiniMax M2.7 at 13.9 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.

What inputs and capabilities does each model support?

GLM 5.2 accepts text input and supports thinking, tool calling, function calling and structured outputs; MiniMax M2.7 accepts text input and supports thinking, tool calling, function calling and structured outputs.

Can I call GLM 5.2 and MiniMax M2.7 with the same API key?

Yes. AIHubMix serves every model on this page behind one OpenAI-compatible endpoint, so switching between them is a one-line change to the model field — no second account, key or SDK.

Popular comparisons

Related model match-ups readers also look at.