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Compare / head-to-head

DeepSeek V4 ProvsGLM-4.5-X

DeepSeek V4 Pro and GLM-4.5-X do not yet share a public benchmark, so quality cannot be compared apples-to-apples. DeepSeek V4 Pro is 8.5x 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
0
no overlap yet
Cheaper per token
DeepSeek V4 Pro
8.5x 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
$2.2
Output /1M
$8.9
Cached /1M
$0.45
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkDeepSeek V4 ProGLM-4.5-XΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only DeepSeek V4 Pro reports · 11
GPQA Diamond90.9% epochnot reported
AIME 202696.7% matharenanot reported
LMArena Elo1450.6 not 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-X reports · 0
GLM-4.5-X reports nothing DeepSeek V4 Pro 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 V4 Pro minus GLM-4.5-X 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-XEdge
Context window1M tokens128K tokensDeepSeek V4 Pro
Max output384K tokens98K tokensDeepSeek V4 Pro
Input price / 1M$0.435 $2.2 DeepSeek V4 Pro
Output price / 1M$0.87 $8.9 DeepSeek V4 Pro
Cached input / 1M$0.004 $0.45 DeepSeek V4 Pro
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.31$11.1DeepSeek V4 Pro
ModalitiestexttextTie
Released2026-08-13
Cited benchmark scores110
Reliability

Provider status

All providers
More matchups

DeepSeek V4 Pro vs …

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Which one wins on your data?

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