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GLM-4.5vsMAI-Thinking-1

MAI-Thinking-1 leads 1 of 1 shared benchmark. MAI-Thinking-1 has the larger context window (256K tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0 – 1
MAI-Thinking-1 leads
Cheaper per token
list price, input + output
Larger context
MAI-Thinking-1
256K tokens
Provider uptime (30d)
— · —
Z.ai · Microsoft
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Context
128K
Max out
98K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
2 · 2 core
MAI-Thinking-1
Microsoft · released 2026-08-12
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Context
256K
Max out
64K
Input /1M
Output /1M
Cached /1M
Scores
15 · 7 core
Quality

Benchmark matrix

BenchmarkGLM-4.5MAI-Thinking-1ΔEdge
Reported by both · 1
AIME 202593.3% matharena97% -3.7 ptMAI-Thinking-1
Only GLM-4.5 reports · 1
LMArena Elo1430.2 not reported
Only MAI-Thinking-1 reports · 14
SWE-bench Verifiednot reported73.5%
GPQA Diamondnot reported84.2%
MMLU-Pronot reported85%
AIME 2026not reported94.5%
AdvancedIFnot reported85%
BFCL v3not reported72%
GraphWalks (<=128K)not reported90%
HMMT February 2026not reported84.9%
IFBenchnot reported69%
LiveCodeBench v6not reported87.7%
MultiChallengenot reported53%
SimpleQA Verifiednot reported31%
SWE-bench Pronot reported52.8%
Terminal-Bench 2.0not reported46%
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GLM-4.5 minus MAI-Thinking-1 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGLM-4.5MAI-Thinking-1Edge
Context window128K tokens256K tokensMAI-Thinking-1
Max output98K tokens64K tokensGLM-4.5
Input price / 1M$0.6
Output price / 1M$2.2
Cached input / 1M$0.11
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.8
ModalitiestexttextTie
Released2026-08-12
Cited benchmark scores215
Reliability

Provider status

All providers
Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.5 and MAI-Thinking-1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.