ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GLM-4.7vso3

o3 leads 2 of 3 shared benchmarks. GLM-4.7 is 3.6x 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
1 – 2
o3 leads
Cheaper per token
GLM-4.7
3.6x cheaper, input + output
Larger context
Tie
both 200K tokens
Provider uptime (30d)
— · 95.0769%
Z.ai · OpenAI
GLM-4.7
Z.ai · released 2025-12-22
text
Context
200K
Max out
131K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
4 · 4 core
o3
OpenAI · released 2025-04-16
textvision
Context
200K
Max out
100K
Input /1M
$2
Output /1M
$8
Cached /1M
$0.5
Scores
7 · 7 core
Quality

Benchmark matrix

BenchmarkGLM-4.7o3ΔEdge
Reported by both · 3
GPQA Diamond83.3% epoch81.8% epoch+1.5 ptGLM-4.7
OTIS Mock AIME 2024-2025 (Epoch AI run)83.3% epoch84.4% epoch-1.1 pto3
SimpleQA Verified32.2% epoch49.4% epoch-17.2 pto3
Only GLM-4.7 reports · 1
LMArena Elo1435.9 not reported
Only o3 reports · 4
SWE-bench Verifiednot reported69.1%
AIME 2025not reported89.2% matharena
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported33.3% epoch
SWE-bench Verified (Epoch AI run)not reported62.3% epoch
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-4.7 minus o3 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-4.7o3Edge
Context window200K tokens200K tokensTie
Max output131K tokens100K tokensGLM-4.7
Input price / 1M$0.6 $2 GLM-4.7
Output price / 1M$2.2 $8 GLM-4.7
Cached input / 1M$0.11 $0.5 GLM-4.7
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.8$10GLM-4.7
Modalitiestexttext · visiono3
Released2025-12-222025-04-16
Cited benchmark scores47
Reliability

Provider status

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

Public benchmarks are a starting point. Run GLM-4.7 and o3 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.