Ember-1
| Released | 2026-09-22 |
|---|---|
| Price per 1M | $3.00 in · $15.00 out |
| Overall score | 59.4 · rank 35 |
| Context window | 1,048,576 tokens |
| Provider | Fireworks |
| Weights | Proprietary |
Scores
| Dimension | Score | Rank | Benchmarks |
|---|---|---|---|
| Overall: Balanced | 59.4 | 35 | 10 |
| Overall: Coding | 58.8 | 42 | 8 |
| Overall: Reasoning | 60.2 | 32 | 4 |
| Overall: Agentic work | 59.5 | 35 | 7 |
| Overall: Frontend | 59.4 | 27 | 2 |
| Coding | 57.7 | 48 | 1 |
| Agents | 60.0 | 32 | 4 |
| Reasoning | 60.5 | 40 | 2 |
| Math | 59.2 | 36 | 1 |
| Knowledge | 61.2 | 20 | 1 |
| Frontend | 60.2 | 18 | 1 |
| Value vs price | +6.3 | 61 |
Evidence
Coding 57.7 ±4.1
Agents 60.0 ±2.3
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Terminal-Bench 4.0 (Vals run) | 20.7% | Vals AI | 2026-11-09 |
| Terminal-Bench-Science | 5.7% | Vals AI | 2026-11-09 |
| Tax Agent Bench | 31.1% | Vals AI | 2026-11-09 |
| CyberBench v1.1 | 69.5% | Vals AI | 2026-11-05 |
Reasoning 60.5 ±3.4
| Benchmark | Result | Source | Date |
|---|---|---|---|
| MysteryMechanism | 22.5% | Vals AI | 2026-11-09 |
| BioMysteryBench | 67.0% | Vals AI | 2026-11-09 |
Math 59.2 ±2.7
| Benchmark | Result | Source | Date |
|---|---|---|---|
| ProofBench v1.1 | 61.0% | Vals AI | 2026-11-09 |
Knowledge 61.2 ±6.5
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Legal Research Bench | 44.7% | Vals AI | 2026-11-09 |
Frontend 60.2 ±0.8
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Vibe Code Bench v1.1 | 83.9% | Vals AI | 2026-11-09 |
Names matched to this model
ember-1