Compare / head-to-head
GLM-4.6vso3
GLM-4.6 leads 1 of 1 shared benchmark. GLM-4.6 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 – 0
GLM-4.6 leads
Cheaper per token
GLM-4.6
3.6x cheaper, input + output
Larger context
Tie
both 200K tokens
Provider uptime (30d)
— · 95.3757%
Z.ai · OpenAI
Quality
Benchmark matrix
1 shared · 1 only GLM-4.6 · 6 only o3| Benchmark | GLM-4.6 | o3 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 1 | ||||
| AIME 2025 | 91.7% ↗matharena ⚠ | 89.2% ↗matharena ⚠ | +2.5 pt | GLM-4.6 |
| Only GLM-4.6 reports · 1 | ||||
| LMArena Elo | 1440.5 ↗ | not reported | — | — |
| Only o3 reports · 6 | ||||
| SWE-bench Verified | not reported | 69.1% ↗ | — | — |
| GPQA Diamond | not reported | 81.8% ↗epoch | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | not reported | 33.3% ↗epoch | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | not reported | 84.4% ↗epoch | — | — |
| SimpleQA Verified | not reported | 49.4% ↗epoch | — | — |
| SWE-bench Verified (Epoch AI run) | not reported | 62.3% ↗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-4.6 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
Official pricing pages and model cards| Spec | GLM-4.6 | o3 | Edge |
|---|---|---|---|
| Context window | 200K tokens | 200K tokens | Tie |
| Max output | 131K tokens | 100K tokens | GLM-4.6 |
| Input price / 1M | $0.6 ↗ | $2 ↗ | GLM-4.6 |
| Output price / 1M | $2.2 ↗ | $8 ↗ | GLM-4.6 |
| Cached input / 1M | $0.11 ↗ | $0.5 ↗ | GLM-4.6 |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $2.8 | $10 | GLM-4.6 |
| Modalities | text | text · vision | o3 |
| Released | — | 2025-04-16 | — |
| Cited benchmark scores | 2 | 7 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
GLM-4.6 vs …
Models sharing the most benchmarksMore matchups
o3 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run GLM-4.6 and o3 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.