ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

DeepSeek V3vsGLM-4.6

GLM-4.6 leads 2 of 2 shared benchmarks. GLM-4.6 has the larger context window (200K tokens).

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

Shared benchmarks
0 – 2
GLM-4.6 leads
Cheaper per token
list price, input + output
Larger context
GLM-4.6
200K tokens
Provider uptime (30d)
100% · —
DeepSeek · Z.ai
DeepSeek V3
DeepSeek · released 2024-12-26
text
Context
128K
Max out
8K
Input /1M
Output /1M
Cached /1M
Scores
8 · 7 core
text
Context
200K
Max out
131K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
2 · 2 core
Quality

Benchmark matrix

BenchmarkDeepSeek V3GLM-4.6ΔEdge
Reported by both · 2
AIME 202525% matharena91.7% matharena-66.7 ptGLM-4.6
LMArena Elo1332.4 1440.5 -108.1GLM-4.6
Only DeepSeek V3 reports · 5
SWE-bench Verified42% not reported
GPQA Diamond59.1% not reported
MMLU88.5% not reported
MMLU-Pro75.9% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)15.8% epochnot reported
Only GLM-4.6 reports · 0
GLM-4.6 reports nothing DeepSeek V3 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 minus GLM-4.6 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 V3GLM-4.6Edge
Context window128K tokens200K tokensGLM-4.6
Max output8K tokens131K tokensGLM-4.6
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
Released2024-12-26
Cited benchmark scores82
Reliability

Provider status

All providers
More matchups

DeepSeek V3 vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run DeepSeek V3 and GLM-4.6 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.