ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GLM-5.1vso3-pro

GLM-5.1 and o3-pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-5.1 is 17.2x cheaper per token. Both offer a 200K-token context window.

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

Shared benchmarks
0
no overlap yet
Cheaper per token
GLM-5.1
17.2x cheaper, input + output
Larger context
Tie
both 200K tokens
Provider uptime (30d)
— · 94.2446%
Z.ai · OpenAI
GLM-5.1
Z.ai · released 2026-04-07
text
Context
200K
Max out
131K
Input /1M
$1.4
Output /1M
$4.4
Cached /1M
$0.26
Scores
7 · 7 core
o3-pro
OpenAI · released 2025-06-10
textvision
Context
200K
Max out
100K
Input /1M
$20
Output /1M
$80
Cached /1M
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkGLM-5.1o3-proΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GLM-5.1 reports · 7
GPQA Diamond89.9% epochnot reported
AIME 202695.8% matharenanot reported
LMArena Elo1462.4 not reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)36.8% epochnot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)93.3% epochnot reported
SimpleQA Verified34% epochnot reported
SWE-bench Verified (Epoch AI run)74.2% epochnot reported
Only o3-pro reports · 0
o3-pro reports nothing GLM-5.1 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 GLM-5.1 minus o3-pro 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-5.1o3-proEdge
Context window200K tokens200K tokensTie
Max output131K tokens100K tokensGLM-5.1
Input price / 1M$1.4 $20 GLM-5.1
Output price / 1M$4.4 $80 GLM-5.1
Cached input / 1M$0.26
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$5.8$100GLM-5.1
Modalitiestexttext · visiono3-pro
Released2026-04-072025-06-10
Cited benchmark scores70
Reliability

Provider status

All providers
More matchups

GLM-5.1 vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-5.1 and o3-pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.