Best Fireworks model for coding
- Ember-1 leads
- 52.6
- models ranked
- 1
Coding index · read October 22
As of October 22, 2026, Fireworks Ember-1 leads 1 scored Fireworks model with a coding index of 52.6.
The full best LLM for coding ranking combines this benchmark with others.
Ordered by index, highest first. The dots show how many benchmarks stand behind each score.
| Rank | Model | Coding index | Evidence | Output $/Mtok |
|---|---|---|---|---|
| 1 | Ember-1 Fireworks | 52.6 | $15.00 |
How this list is built
Generated from the dataset on every refresh. Nobody picks the order by hand.
Every Fireworks model with a Vibe Coding Index score, ordered as the ranking orders them: by how many benchmarks stand behind the score, then by the score.
- Aider polyglot leaderboard, fetched
- LiveBench, fetched , board updated October 14, 2026
- SWE-bench (swebench.com), fetched
- LMArena WebDev, fetched
Fewer than five models carry this number, or they all share it, so this list is kept for reference and out of search results until the data grows.