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Compare / head-to-head

DeepSeek V3.2vsGLM-4.5-Air

DeepSeek V3.2 leads 2 of 2 shared benchmarks. DeepSeek V3.2 has the larger context window (131K tokens).

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

Shared benchmarks
2 – 0
DeepSeek V3.2 leads
Cheaper per token
list price, input + output
Larger context
DeepSeek V3.2
131K tokens
Provider uptime (30d)
100% · —
DeepSeek · Z.ai
DeepSeek V3.2
DeepSeek · released 2025-12-01
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Context
131K
Max out
66K
Input /1M
Output /1M
Cached /1M
Scores
8 · 7 core
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Context
128K
Max out
98K
Input /1M
$0.2
Output /1M
$1.1
Cached /1M
$0.03
Scores
2 · 2 core
Quality

Benchmark matrix

BenchmarkDeepSeek V3.2GLM-4.5-AirΔEdge
Reported by both · 2
AIME 202593.1% 83.3% matharena+9.8 ptDeepSeek V3.2
LMArena Elo1424.8 1383.6 +41.2DeepSeek V3.2
Only DeepSeek V3.2 reports · 5
SWE-bench Verified73.1% not reported
GPQA Diamond82.4% not reported
MMLU-Pro85% not reported
AIME 202694.2% matharenanot reported
Humanity's Last Exam (no tools)25.1% not reported
Only GLM-4.5-Air reports · 0
GLM-4.5-Air reports nothing DeepSeek V3.2 does not.
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 DeepSeek V3.2 minus GLM-4.5-Air 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

SpecDeepSeek V3.2GLM-4.5-AirEdge
Context window131K tokens128K tokensDeepSeek V3.2
Max output66K tokens98K tokensGLM-4.5-Air
Input price / 1M$0.2
Output price / 1M$1.1
Cached input / 1M$0.03
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.3
ModalitiestexttextTie
Released2025-12-01
Cited benchmark scores82
Reliability

Provider status

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

Public benchmarks are a starting point. Run DeepSeek V3.2 and GLM-4.5-Air on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.