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Kimi — AI news & analysis
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Fireworks priced Ember-1 identically to Kimi K3 — the discount is in the token count, and it expires in two weeks unless enough people use it
Fireworks released Ember-1 on 23 September 2026, a Kimi K3 derivative billed at exactly K3's serverless rate: $3 input, $0.30 cached, $15 output per million tokens. The claimed saving is 35-50% shorter reasoning, so the entire discount lives in token volume rather than the rate card — unverifiable from any pricing page, and shrinking to near zero on input-heavy workloads. It also ships as a two-week research preview that becomes permanent only on community demand.
Read story →Cognition's SWE-2 is 64% cheaper than a number it published for someone else — and it loses the one benchmark Devin is sold for
SWE-2 shipped into Devin on 10 September 2026, scoring 50.0% on FrontierCode 1.1 Main against Fable 5.1's 50.9% at a claimed 64% lower cost. Every dollar figure in the launch belongs to a competitor: Cognition publishes Fable 5.1 Medium at $3.28 per task and gives SWE-2 no rate card, no API and no model card, because it exists only inside Devin's ACU billing. And on Terminal-Bench 4 — long-horizon agentic work, which is what Devin is for — SWE-2 scores 27.3% against 55.8% and 57.9%.
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