Fireworks expands fine-tuning tiers and adds B300 GPU deployments
What happened
Between the Mar 30, 2026 and Apr 6, 2026 captures of Fireworks's pricing page, Pulse recorded 2 changes: Fine tuning pricing expanded from 2 columns (Supervised Fine Tuning, DPO) to 4 columns (LoRA SFT, LoRA DPO, Full Param SFT, Full Param DPO) with new Full Param prices added per model tier; New On-Demand GPU tier B300 288 GB added to on-demand deployments pricing at $11.00/hour billed per second. Pulse files it as a packaging change (package change, new add-on) with an upward direction. Pulse's latest capture (Oct 19, 2026) lists On-Demand at $13 per GPU hour (B200 180GB) + $15 per GPU hour (B300 288GB), Serverless at $0.08 per 10M input tokens (embeddings, up to 150M params) + $0.16 per 10M input tokens (embeddings, 150M-350M params) and Fine Tuning at $0.5 per 1M training tokens, LoRA SFT (models up to 16B params).
It lands 6 days after Fireworks's previous change, "Fireworks hikes H100 GPU pricing 50% while trimming AI model lineup" (Apr 3, 2026). Before that Pulse recorded "Fireworks Adds Kimi K2.5 Turbo at $0.99 per Million Input Tokens" (Mar 17, 2026), "Fireworks clarifies fine-tuning with reasoning traces increases token usage" (Mar 3, 2026) and "Fireworks overhauls AI model lineup with GLM-5 and MiniMax M2 additions" (Feb 18, 2026). Fireworks has been tracked since 2024-11-17.
In the same window Corel, Adobe, Sketch and Figma also changed their Marketing & Content pricing pages. Those moves are listed further down, and the Pulse Agent can compare them side by side.
- Fine Tuning · PackagingPackage change
Fine tuning pricing expanded from 2 columns (Supervised Fine Tuning, DPO) to 4 columns (LoRA SFT, LoRA DPO, Full Param SFT, Full Param DPO) with new Full Param prices added per model tier.
- On-Demand · Add-onAdded
BeforeNot listed
AfterNew On-Demand GPU tier B300 288 GB
| Plan | Field | Before | After | Change |
|---|---|---|---|---|
| Fine Tuning | Packaging | — | 4 | Package change |
| On-Demand | Add-on | Not listed | New On-Demand GPU tier B300 288 GB | Added |
Values as written on Fireworks's 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's pricing page (fireworks.ai) from Mar 30, 2026 and Apr 6, 2026; the change is marked in the lower part of the page, where New On-Demand GPU tier B300 288 GB now appears.
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Fireworks, the last 90 days
Full history- Jun 8, 2026packagingFireworks renames Serverless tier from Turbo to Fast
- May 12, 2026increaseFireworks 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
- Apr 9, 2026packagingFireworks expands fine-tuning tiers and adds B300 GPU deployments · this change
- Apr 3, 2026increaseFireworks hikes H100 GPU pricing 50% while trimming AI model lineup
- Mar 17, 2026improvedFireworks Adds Kimi K2.5 Turbo at $0.99 per Million Input Tokens
- Mar 3, 2026improvedFireworks clarifies fine-tuning with reasoning traces increases token usage
- Feb 18, 2026improvedFireworks overhauls AI model lineup with GLM-5 and MiniMax M2 additions
- Week 3, 2026packagingFireworks Unifies Cached Pricing at 50% Across All Text and Vision Models
- Jan 10, 2026packagingFireworks Pricing Restructured: DeepSeek R1 0528 Sees 55% Input and 32.5% Output Price Reduction
Across Marketing & Content in the same window
All Marketing & Content changes- CorelApr 6Corel Deepens Discount to 40% on Photo Video Bundle Ultimate
- AdobeApr 5Adobe Creativecloud ends 40% promo, clarifies Firefly AI tier structure
- SketchApr 3Sketch hides Private Cloud pricing, broadens Enterprise targeting
- FigmaMar 16Figma launches AI credits and Governance+ add-ons across all plans
Questions about this change
Did Fireworks raise prices in April 2026?
No list-price increase was recorded between Mar 30, 2026 and Apr 6, 2026. The change Pulse detected was a packaging change: package change, new add-on.
What changed on Fireworks's pricing page between Mar 30, 2026 and Apr 6, 2026?
Fine tuning pricing expanded from 2 columns (Supervised Fine Tuning, DPO) to 4 columns (LoRA SFT, LoRA DPO, Full Param SFT, Full Param DPO) with new Full Param prices added per model tier; On-Demand add-on: Not listed → New On-Demand GPU tier B300 288 GB, added. Pulse compared the captures it took on Mar 30, 2026 and Apr 6, 2026; the before/after table above lists each item as written on the page.
How often does Fireworks change its pricing?
Pulse recorded 6 other pricing-page changes for Fireworks in the 90 days before this one; the previous change was "Fireworks hikes H100 GPU pricing 50% while trimming AI model lineup" on Apr 3, 2026; Fireworks has been tracked since 2024-11-17.