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Compare / head-to-head

DeepSeek V4 ProvsGLM-4.5-Air

DeepSeek V4 Pro leads 1 of 1 shared benchmark. GLM-4.5-Air is marginally cheaper per token. DeepSeek V4 Pro has the larger context window (1M tokens).

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

Shared benchmarks
1 – 0
DeepSeek V4 Pro leads
Cheaper per token
GLM-4.5-Air
1x cheaper, input + output
Larger context
DeepSeek V4 Pro
1M tokens
Provider uptime (30d)
100% · —
DeepSeek · Z.ai
DeepSeek V4 Pro
DeepSeek · released 2026-08-13
text
Context
1M
Max out
384K
Input /1M
$0.435
Output /1M
$0.87
Cached /1M
$0.004
Scores
11 · 9 core
text
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 V4 ProGLM-4.5-AirΔEdge
Reported by both · 1
LMArena Elo1450.6 1383.6 +67DeepSeek V4 Pro
Only DeepSeek V4 Pro reports · 10
GPQA Diamond90.9% epochnot reported
AIME 202696.7% matharenanot reported
DeepSWE v1.162.7% not reported
FrontierMath Tier 4 v2 (Epoch AI run)2.4% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)45.3% epochnot reported
Humanity's Last Exam (with tools)60% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)96.7% epochnot reported
SimpleQA Verified47% epochnot reported
SWE-bench Verified (Epoch AI run)77.6% epochnot reported
Terminal-Bench 2.187.9% not reported
Only GLM-4.5-Air reports · 1
AIME 2025not reported83.3% matharena
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 V4 Pro 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 V4 ProGLM-4.5-AirEdge
Context window1M tokens128K tokensDeepSeek V4 Pro
Max output384K tokens98K tokensDeepSeek V4 Pro
Input price / 1M$0.435 $0.2 GLM-4.5-Air
Output price / 1M$0.87 $1.1 DeepSeek V4 Pro
Cached input / 1M$0.004 $0.03 DeepSeek V4 Pro
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.31$1.3GLM-4.5-Air
ModalitiestexttextTie
Released2026-08-13
Cited benchmark scores112
Reliability

Provider status

All providers
More matchups

DeepSeek V4 Pro vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run DeepSeek V4 Pro and GLM-4.5-Air on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.