GLM 5.3 Flash
ModelOpen sourceActiveby Z.ai (Zhipu AI) · family “glm-flash”
GLM-5.3-Flash is a native multimodal model from Z.ai. It is suited for efficient coding and long-horizon agent tasks. Its hybrid sparse and linear attention architecture maintains accurate long-context behavior while... (description from the OpenRouter listing)
in: textin: imagein: videoout: textReasoningTool useStructured output
Epoch Capabilities Index
151.9 #41 of 268
90% CI 149.6 – 154.2
Released
20 Aug 2026
Context window
1.31M tokens
Max output
944K tokens
Input $ / 1M tokens
$0.15
Output $ / 1M tokens
$0.50
Cached input $ / 1M
$0.030
Each benchmark shown separately with its own source
Benchmark results (10)
| Benchmark | Domain | Score | vs best recorded | Setting | Run | Source |
|---|---|---|---|---|---|---|
| Mystery Game Puzzles | games | 8.0% ±2.7 | 10% | max | 28 Aug 2026 | Epoch ↗ |
| Surface Evolver Bench | science | 52.5% | 55% | max | — | External ↗ |
| FrontierMath-Tiers-1-3-v2-Private | math | 55.8% ±2.9 | 60% | max | 27 Aug 2026 | Epoch ↗ |
| FrontierMath-Tier-4-v2-Private | math | 17.1% ±5.9 | 17% | max | 27 Aug 2026 | Epoch ↗ |
| FrontierCode | coding | 31.8% | 60% | max | — | External ↗ |
| DeepSWE | coding | 63.4% | 86% | max | — | External ↗ |
| ProofBench | math | 21.0% | 21% | max | — | External ↗ |
| Chess Puzzles | games | 14.0% ±3.5 | 19% | max | 26 Aug 2026 | Epoch ↗ |
| OTIS Mock AIME 2024-2025 | math | 93.9% ±2.2 | 94% | max | 26 Aug 2026 | Epoch ↗ |
| GPQA diamond | science | 90.2% ±1.7 | 94% | max | 26 Aug 2026 | Epoch ↗ |
Source: Epoch AI Benchmarking Hub (CC BY 4.0). “External” rows are leaderboard results Epoch collects from third parties. Best reported setting per benchmark is shown.
API list price over time
Price history
$ per 1M tokens
3 recorded prices on 2 Sep 2026 (OpenRouter listing + Internet Archive snapshots); re-read on every data refresh, most recently 7h ago. Steps show when the price changed.
Events
- Price rise+233%GLM 5.3 Flash API price raisedOpenRouter models API
- BenchmarkEpoch AI evaluates GLM 5.3 FlashEpoch AI Benchmarking Hub
- BenchmarkEpoch AI evaluates GLM 5.3 FlashEpoch AI Benchmarking Hub
- BenchmarkEpoch AI evaluates GLM 5.3 FlashEpoch AI Benchmarking Hub
- Open releaseZ.ai releases GLM 5.3 FlashEpoch AI Benchmarking Hub