Claude Fable 5 vs Wonder: Benchmark Comparison
Claude Fable 5 has the higher score on 4 of 7 shared benchmarks; Wonder leads on 3.
The largest observed score gap is 11.00 pts on ProofBench v1.1 , where Claude Fable 5 leads.
Reported ±1 standard-error ranges overlap on 4 of 7 shared benchmarks with comparable uncertainty data. This is not a pairwise statistical significance test.
Shared benchmark results
Scores and reported standard errors come from the latest visible Vals benchmark version available for both models.
| Benchmark | Claude Fable 5 | Wonder | Gap | Reported uncertainty |
|---|---|---|---|---|
| Legal Research Bench | 49.52% ±3.48 | 50.48% ±3.48 | 0.96 pts | Reported ±1 SE ranges overlap |
| Tax Agent Bench | 38.28% ±3.50 | 36.27% ±3.47 | 2.01 pts | Reported ±1 SE ranges overlap |
| ProofBench v1.1 | 95.00% ±2.19 | 84.00% ±3.69 | 11.00 pts | Reported ±1 SE ranges do not overlap |
| Terminal-Bench-Science | 15.71% ±4.38 | 22.86% ±5.05 | 7.14 pts | Reported ±1 SE ranges overlap |
| Terminal-Bench 4.0 | 41.41% ±1.34 | 49.49% ±2.20 | 8.08 pts | Reported ±1 SE ranges do not overlap |
| Vibe Code Bench v1.1 | 90.35% ±2.10 | 83.09% ±2.49 | 7.26 pts | Reported ±1 SE ranges do not overlap |
| Public Benefits Bench v1.1 | 70.43% ±1.19 | 70.23% ±1.19 | 0.20 pts | Reported ±1 SE ranges overlap |
Performance by category
| Category | Claude Fable 5 average | Wonder average |
|---|---|---|
| Legal | 49.52% | 50.48% |
| Finance | 38.28% | 36.27% |
| Math | 95.00% | 84.00% |
| Science | 15.71% | 22.86% |
| Coding | 65.88% | 66.29% |
| Social Mobility | 70.43% | 70.23% |
Cost and latency
Cost per test appears only where the benchmark reports it for both models. Latency is the measured completion time for that benchmark.
| Benchmark | Claude Fable 5 cost | Wonder cost | Claude Fable 5 latency | Wonder latency |
|---|---|---|---|---|
| Legal Research Bench | $9.79 | $3.98 | 22m18s | 15m27s |
| Tax Agent Bench | $6.70 | $1.88 | 14m27s | 8m13s |
| ProofBench v1.1 | $5.45 | $1.31 | 13m43s | 15m29s |
| Terminal-Bench-Science | $51.99 | $19.61 | 1h59m | 1h33m |
| Terminal-Bench 4.0 | $30.34 | $14.66 | 1h08m | 54m41s |
| Vibe Code Bench v1.1 | $41.71 | $1.80 | 1h02m | 5m50s |
| Public Benefits Bench v1.1 | $4.59 | $2.46 | 21m17s | 19m44s |
Results available only for Claude Fable 5
- Vals RSI Index
- LegalBench
- MortgageTax
- TaxEval v2
- MedCode
- MedScribe
- GPQA Diamond
- MMLU Pro
- MMMU Pro
- SAGE
- LiveCodeBench
- ProgramBench
- SWE-bench
Results available only for Wonder
- Vals Finance Index
- Vals Index
- Vals Legal Index
- Vals Science Index
- HLAB-Vals-1.1
- EMB v1.1
- Finance Agent v2.1
- BioMysteryBench
- MysteryMechanism
- Code Migration v1.1
- IOI
- SWE-bench Multimodal
- Vibe Code Bench 1-100
- CyberBench v1.1
- CUA-bench