Ember-1
Released Sep 2026. Proprietary, available through the provider's API.
Ember-1 is built by Fireworks AI and has 4 benchmark results tracked in the public leaderboard. It does not support multimodal input, with a context window of 1.04M tokens. At the blended 8:1 input-to-output rate, it costs $4.33 per million tokens.
Where Ember-1 ranks
The chart below ranks every model in the comparison by overall capability, which is the average of a model's scores across the eight workload axes. Ember-1 is the red bar. This is the single number to check first: it tells you where the model sits in the current pecking order before you dig into the detail.
Workload strengths
Each row below is the average normalized score across every benchmark tagged with that workload category. A higher number means the model performs better on that kind of task relative to the maximum possible score on those benchmarks. Categories where the model has no published results are shown as n/a.
| Workload | Index (0–1) |
|---|---|
| Reasoning | 80% |
| Coding | 83% |
| Agents | 76% |
| Math | n/a |
| Vision | n/a |
| Long Context | n/a |
| Writing | n/a |
| Knowledge | n/a |
How Ember-1 stacks up against every other model
Below is every head-to-head comparison involving Ember-1. Each card shows the win/loss tally across all workload axes and headline benchmarks. Tap any matchup for the full breakdown with per-benchmark scores, pricing, and workload recommendations.
Ember-1vs Qwen3.8 Omni Flash
Even at 3–3
Ember-1vs Qwen3.8 Omni Flash
Even at 3–3
Ember-1vs Claude Opus 5.5
Even at 4–4
Ember-1vs Gemini 4 Argon
Even at 4–4
Ember-1vs Claude Sonnet 5.5
Even at 4–4
Ember-1vs MiMo-V2.6-Flash
Ember-1 leads 4–3
Ember-1vs GPT-6.1 Sol
Even at 4–4
Ember-1vs Mistral Large 4
Even at 4–4
Ember-1vs Atria Dawn Preview
Ember-1 leads 4–2
Ember-1vs Grok 4.7
Ember-1 leads 4–2
Ember-1vs Claude Opus 5.5
Even at 4–4
Ember-1vs Gemini 4 Argon
Even at 4–4
Ember-1vs Claude Sonnet 5.5
Even at 4–4
Ember-1vs MiMo-V2.6-Flash
Ember-1 leads 4–3
Ember-1vs GPT-6.1 Sol
Even at 4–4
Ember-1vs Mistral Large 4
Even at 4–4
Ember-1vs Atria Dawn Preview
Ember-1 leads 4–2
Ember-1vs Grok 4.7
Ember-1 leads 4–2
Choose a matchup above, or start from the hub to pick any two models.