claude-fable-5 vs zai-glm-4.6
zai-glm-4.6 is 4.4× cheaper on input than claude-fable-5.
| claude-fable-5 | zai-glm-4.6 | |
|---|---|---|
| Input / 1M | $10.00 | $2.25 |
| Cached input / 1M | $1.00 | — |
| Output / 1M | $50.00 | $2.75 |
| Context window | 1M | 128K |
| Max output | 128K | 128K |
| Provider | Anthropic | Cerebras |
| Vision | Yes | No |
| Tool calling | Yes | Yes |
| Token count | estimated | estimated |
Capability for the money
Independent measurement · Artificial Analysis · read 2026-08-11Not the same tier: claude-fable-5 leads zai-glm-4.6 by 26.8 points on following instructions (IFBench), for 8.4× the price.
Following instructions
extraction, classification, sticking to a format
IFBenchclaude-fable-5 +26.8
Tool use
multi-step agent work against real tools
τ²-benchclaude-fable-5 +21.6
Hard reasoning
graduate-level science and multi-step analysis
GPQA Diamondclaude-fable-5 +29.4
Averaged over the benchmarks both models sat, zai-glm-4.6 returns 24.8 points of pass rate per dollar of blended price against 4.2 — the ratio that decides whether the dearer model earns its rate.
Each figure is a pass rate: the share of that test set the model answered correctly, measured by a third party rather than self-reported by the lab. Rows are different tests of different difficulty, so compare a model against the other model, not one row against the next. No published coding score for one of these models, so that lens is omitted. And a benchmark is not your workload — it narrows the shortlist, it does not pick for you.
Which to pick
- Cheaper input: zai-glm-4.6
- Cheaper output: zai-glm-4.6
- Larger context: claude-fable-5
- Better at following instructions: claude-fable-5 (63.5% vs 36.7% on IFBench)
- Better at tool use: claude-fable-5 (98.5% vs 76.9% on τ²-bench)
- Better at hard reasoning: claude-fable-5 (92.6% vs 63.2% on GPQA Diamond)
List price is not production cost. Output length, cache hit rate, retries and task quality move the real number more than the headline rate does — price your own prompt on the token ledger before deciding.
Related comparisons
claude-fable-5 detail · zai-glm-4.6 detail · All Anthropic pricing · All comparisons