Fireworks(@FireworksAI_HQ):We ran 18 models across 113 real coding tasks on DeepSWE, then went back and asked a simple question: what if every task had routed to the model that handled it best? Answer: 97.6% solve rate at $1.88 per task, versus the best model at 74.1% at $6.52. The next frontier is a router. Full analysis:

Fireworks

@FireworksAI_HQ

The frontier platform for training and inference on open-weights models at scale.

Joined September 2022

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Fireworks@FireworksAI_HQ

2026.09.22 00:20

We ran 18 models across 113 real coding tasks on DeepSWE, then went back and asked a simple question: what if every task had routed to the model that handled it best? Answer: 97.6% solve rate at $1.88 per task, versus the best model at 74.1% at $6.52. The next frontier is a router. Full analysis: