All 189 questions, each answered by 7 model backends and scored by 4 independent judges — 1,323 answers in total. Browse by category, or download the raw result files.
Where the job is hardest, across every model. Each row is the share of all 7 models’ answers in that category that fell into each of the four states. Percentages, because the categories differ in size; every row sums to 100.
| Category | Questions | Confirmed | Provisional | Contested | Failed |
|---|---|---|---|---|---|
| Out of Scope | 20 | 81% | 14% | 2% | 3% |
| Edge Cases & Adversarial | 23 | 70% | 12% | 9% | 9% |
| Privacy & Data Handling | 8 | 62% | 23% | 7% | 7% |
| Experience & Credentials | 28 | 60% | 23% | 9% | 8% |
| Services & Capabilities | 30 | 52% | 30% | 13% | 5% |
| How We Work | 25 | 51% | 19% | 12% | 18% |
| Tool Usage | 25 | 47% | 23% | 15% | 14% |
| Fit Assessment | 30 | 36% | 38% | 12% | 14% |
One file per model, containing every question, response, per-judge score and reason, token count, latency and cost.
The same four states as above, reported here as cumulative bounds rather than shares — the question is how well each model did, not how hard each category is. Confirmed is the floor; likely adds provisional; ceiling adds contested as well; failed is the other end. Breadth is the gap between confirmed and ceiling — how much the panel could not settle, which is a different question from how much a model got right. Confirmed, breadth and failed account for all 189 questions.
| Model | Questions | Confirmed | Likely | Ceiling | Breadth | Failed | Accuracy | Groundedness | Download |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 189 | 148 78% | 171 90% | 172 91% | 24 | 17 9% | 90.5% | 92.7% | JSON |
| Claude Sonnet 5 | 189 | 146 77% | 179 95% | 186 98% | 40 | 3 2% | 95.8% | 94.6% | JSON |
| GPT-5.5 | 189 | 146 77% | 178 94% | 186 98% | 40 | 3 2% | 95.2% | 94.7% | JSON |
| Claude Sonnet 4.6 | 189 | 113 60% | 164 87% | 180 95% | 67 | 9 5% | 90.7% | 89.9% | JSON |
| Gemini 3.5 Flash-Lite | 189 | 78 41% | 135 71% | 166 88% | 88 | 23 12% | 81.6% | 82.1% | JSON |
| Qwen 3 235B | 189 | 56 30% | 110 58% | 144 76% | 88 | 45 24% | 70.4% | 72.7% | JSON |
| Gemini 3.5 Flash | 189 | 48 25% | 112 59% | 156 83% | 108 | 33 17% | 74.5% | 74.1% | JSON |