Codestral 2508 vs GLM 5.3 Flash
Price, context window & benchmark comparison
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Verdict: GLM 5.3 Flash is 9.1× cheaper than Codestral 2508 on a typical 3:1 input/output mix. GLM 5.3 Flash has the larger context window (1M vs 256K).
| Codestral 2508 | GLM 5.3 Flash | |
|---|---|---|
| Input price / 1M | $0.30 | $0.0399 |
| Output price / 1M | $0.90 | $0.0784 |
| Blended price (3:1) | $0.45 | $0.0495 |
| Cached input / 1M | $0.03 | $0.03 |
| Context window | 256K | 1M |
| Max output | 205K | 131K |
| Intelligence index | — | 27.8 |
| Coding index | — | 71.5 |
| Providers | — | 42 |
| Best provider uptime (30m) | — | 100.0% |
| Vision input | No | Yes |
| Reasoning | No | Yes |
| Tool calling | Yes | Yes |
| Released | 2025-08-01 | 2026-08-26 |
| Retirement | — | — |
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FAQ
Which is cheaper, Codestral 2508 or GLM 5.3 Flash?
GLM 5.3 Flash is 9.1× cheaper than Codestral 2508 on a typical 3:1 input/output mix.
Codestral 2508 vs GLM 5.3 Flash: which has a bigger context window?
Codestral 2508: 256,000 tokens. GLM 5.3 Flash: 1,048,576 tokens.
How much would 1 million requests cost?
At 2,000 input + 500 output tokens per request: Codestral 2508 ≈ $1,050, GLM 5.3 Flash ≈ $119.00.
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