Fireworks: new Serverless Training API for pay-per-token LoRA training
What happened
Between the Jul 27, 2026 and Jul 28, 2026 captures of Fireworks' pricing page, Pulse recorded one change: New Serverless Training API section added — pay-per-token LoRA training (no provisioning/idle cost) for Qwen 3.5 9B, Qwen 3.6 27B, and Kimi K3, priced per prefill/cached-prefill/sample/train tokens. In detail: Fireworks launched a new Serverless Training API: pay-per-token LoRA training (no provisioning/idle cost) for Qwen 3.5 9B, Qwen 3.6 27B, and Kimi K3, priced per prefill/cached-prefill/sample/train tokens. Pulse files it as a packaging change (new add-on). Pulse's latest capture (Nov 15, 2026) lists Serverless at $0.08 per 10M input tokens (embeddings, up to 150M params) + $0.16 per 10M input tokens (embeddings, 150M-350M params), Fine Tuning at $0.50 per 1M training tokens, LoRA SFT (models up to 16B params) and On-Demand at $13 per GPU hour (B200 180GB) + $15 per GPU hour (B300 288GB).
It lands 50 days after Fireworks' previous change, "Fireworks renames Serverless tier from Turbo to Fast" (Jun 8, 2026). Before that Pulse recorded "Fireworks hikes GPU prices, moves model pricing behind docs wall" (May 12, 2026) and "Fireworks adds DeepSeek-V4-Pro at $3.48/1M tokens, drops speech and image tiers" (May 4, 2026). Fireworks has been tracked since 2024-11-17.
In the same window Sketch, Adobe and Corel also changed their Marketing & Content pricing pages. Those moves are listed further down, and the Pulse Agent can compare them side by side.
- AddedServerlessAdd-onNot listedServerless Training API
| Plan | Field | Before | After | Change |
|---|---|---|---|---|
| Serverless | Add-on | Not listed | Serverless Training API | Added |
Values as written on Fireworks' public pricing page in the two captures Pulse compared; where the page states no number, the cells give the wording before and after.
Evidence
The two captures Pulse comparedFull-page captures of Fireworks' pricing page (fireworks.ai) from Jul 27, 2026 and Jul 28, 2026; the change is marked around the middle of the page, where Serverless Training API now appears.
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Fireworks, the last 90 days
Full history- Aug 17, 2026Price increaseFireworks: On-Demand GPU pricing up 11-30% from Sep 1; region surcharge to 1.5x
- Aug 11, 2026PackagingFireworks: New GB300 GPU tier ($18/hr) + region premium pricing
- Aug 5, 2026PackagingFireworks: New Serverless Training API added (Qwen 3.5 9B, 3.6 27B, Kimi K3)
- Jul 28, 2026PackagingFireworks: new Serverless Training API for pay-per-token LoRA training This change
- Jul 13, 2026Price increaseFireworks: On-Demand GPU pricing increased, new B300 tier added
- Jun 8, 2026PackagingFireworks renames Serverless tier from Turbo to Fast
- May 12, 2026Price increaseFireworks hikes GPU prices, moves model pricing behind docs wall
- May 4, 2026PackagingFireworks adds DeepSeek-V4-Pro at $3.48/1M tokens, drops speech and image tiers
Across Marketing & Content in the same window
All Marketing & Content changesQuestions about this change
Did Fireworks raise prices in July 2026?
No list-price increase was recorded between Jul 27, 2026 and Jul 28, 2026. The change Pulse detected was a packaging change: new add-on.
What changed on Fireworks' pricing page between Jul 27, 2026 and Jul 28, 2026?
Serverless add-on added: Serverless Training API. Pulse compared the captures it took on Jul 27, 2026 and Jul 28, 2026; the before/after table above lists each item as written on the page.
How often does Fireworks change its pricing?
Pulse recorded 3 other pricing-page changes for Fireworks in the 90 days before this one; the previous change was "Fireworks renames Serverless tier from Turbo to Fast" on Jun 8, 2026; Fireworks has been tracked since 2024-11-17.