Claude Opus 5 vs Wonder Full: Benchmark Comparison
Claude Opus 5 has the higher score on 13 of 19 shared benchmarks; Wonder Full leads on 6.
The largest observed score gap is 13.64 pts on MedCode , where Claude Opus 5 leads.
Reported ±1 standard-error ranges overlap on 13 of 18 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 Opus 5 | Wonder Full | Gap | Reported uncertainty |
|---|---|---|---|---|
| Vals RSI Index | 33.02% | 24.43% | 8.59 pts | Uncertainty comparison unavailable |
| Vals Science Index | 47.93% ±2.20 | 48.54% ±2.23 | 0.61 pts | Reported ±1 SE ranges overlap |
| Legal Research Bench | 55.29% ±3.46 | 53.37% ±3.47 | 1.92 pts | Reported ±1 SE ranges overlap |
| LegalBench | 86.97% ±0.42 | 87.42% ±0.41 | 0.44 pts | Reported ±1 SE ranges overlap |
| Tax Agent Bench | 45.55% ±3.59 | 43.00% ±3.57 | 2.55 pts | Reported ±1 SE ranges overlap |
| MedCode | 63.57% ±1.99 | 49.93% ±2.18 | 13.64 pts | Reported ±1 SE ranges do not overlap |
| MedScribe | 90.98% ±1.92 | 89.33% ±2.00 | 1.65 pts | Reported ±1 SE ranges overlap |
| ProofBench v1.1 | 99.00% ±1.00 | 94.00% ±2.39 | 5.00 pts | Reported ±1 SE ranges do not overlap |
| BioMysteryBench | 79.26% ±2.06 | 73.33% ±0.64 | 5.93 pts | Reported ±1 SE ranges do not overlap |
| MysteryMechanism | 37.39% ±3.25 | 35.13% ±3.21 | 2.25 pts | Reported ±1 SE ranges overlap |
| Terminal-Bench-Science | 27.14% ±5.35 | 37.14% ±5.82 | 10.00 pts | Reported ±1 SE ranges overlap |
| IOI | 84.33% ±9.96 | 79.83% ±2.99 | 4.50 pts | Reported ±1 SE ranges overlap |
| ProgramBench | 3.00% ±1.21 | 0.50% ±0.50 | 2.50 pts | Reported ±1 SE ranges do not overlap |
| Terminal-Bench 4.0 | 53.53% ±1.34 | 58.08% ±3.31 | 4.55 pts | Reported ±1 SE ranges overlap |
| Vibe Code Bench 1-100 | 28.53% ±4.33 | 33.98% ±5.32 | 5.45 pts | Reported ±1 SE ranges overlap |
| Vibe Code Bench v1.1 | 88.40% ±3.00 | 86.00% ±1.93 | 2.41 pts | Reported ±1 SE ranges overlap |
| CyberBench v1.1 | 65.36% ±5.55 | 73.63% ±5.56 | 8.27 pts | Reported ±1 SE ranges overlap |
| SRE Bench | 12.21% ±2.03 | 11.83% ±2.00 | 0.38 pts | Reported ±1 SE ranges overlap |
| Public Benefits Bench v1.1 | 76.93% ±1.10 | 73.75% ±1.15 | 3.18 pts | Reported ±1 SE ranges do not overlap |
Performance by category
| Category | Claude Opus 5 average | Wonder Full average |
|---|---|---|
| Legal | 71.13% | 70.39% |
| Finance | 45.55% | 43.00% |
| Healthcare | 77.28% | 69.63% |
| Math | 99.00% | 94.00% |
| Science | 47.93% | 48.54% |
| Coding | 51.56% | 51.68% |
| Cyber | 38.79% | 42.73% |
| Social Mobility | 76.93% | 73.75% |
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 Opus 5 cost | Wonder Full cost | Claude Opus 5 latency | Wonder Full latency |
|---|---|---|---|---|
| Vals RSI Index | N/A | N/A | 90h00m | 90h00m |
| Vals Science Index | $13.04 | $10.15 | 1h02m | 1h34m |
| Legal Research Bench | $6.76 | $3.60 | 31m01s | 27m34s |
| LegalBench | N/A | N/A | 4.42s | 38.27s |
| Tax Agent Bench | $5.14 | $2.15 | 16m48s | 18m04s |
| MedCode | N/A | N/A | 24.50s | 3m03s |
| MedScribe | N/A | N/A | 76.56s | 115.72s |
| ProofBench v1.1 | $2.11 | $0.86 | 9m51s | 11m36s |
| BioMysteryBench | $3.29 | $3.47 | 36m36s | 26m14s |
| MysteryMechanism | $3.28 | $4.16 | 16m53s | 41m34s |
| Terminal-Bench-Science | $32.54 | $22.81 | 2h12m | 3h35m |
| IOI | $16.48 | $7.08 | 56m42s | 1h31m |
| ProgramBench | $60.29 | $28.65 | 2h55m | 6h04m |
| Terminal-Bench 4.0 | $18.60 | $10.53 | 1h07m | 1h12m |
| Vibe Code Bench 1-100 | $41.49 | $19.54 | 1h22m | 1h57m |
| Vibe Code Bench v1.1 | $33.88 | $2.29 | 1h28m | 10m48s |
| CyberBench v1.1 | $2.87 | $3.63 | 19m25s | 35m27s |
| SRE Bench | $23.63 | $33.81 | 1h21m | 5h34m |
| Public Benefits Bench v1.1 | $3.95 | $4.64 | 30m09s | 1h13m |
Results available only for Claude Opus 5
- MortgageTax
- TaxEval v2
- GPQA Diamond
- MMLU Pro
- MMMU Pro
- SAGE
- LiveCodeBench
- SkillsBench
- SWE-bench
- CUA-bench
- Time Horizon Index: KSP
Results available only for Wonder Full
- Vals Finance Index
- Vals Index
- Vals Legal Index
- HLAB-Vals-1.1
- EMB v1.1
- Finance Agent v2.1
- Robo-bench
- Code Migration v1.1
- SWE-bench Multimodal