Fireworks adds GLM 5.3 Flash with 200K context, per-token training pricing
What happened
Between the Sep 21, 2026 and Sep 28, 2026 captures of Fireworks' pricing page, Pulse recorded one change: Fireworks added GLM 5.3 Flash as a new base model in the Serverless Training API pricing table, with its own 200K context window and per-1M-token pricing for prefill, cached prefill, sample, and train. 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 12 days after Fireworks' previous change, "Fireworks adds GLM 5.3 to Serverless Training at $14.58/1M train tokens" (Sep 16, 2026). Before that Pulse recorded "Fireworks adds DeepSeek V4 Flash, Muse Glimmer 30B to training API" (Sep 1, 2026), "Fireworks: On-Demand GPU pricing up 11-30% from Sep 1; region surcharge to 1.5x" (Aug 17, 2026) and "Fireworks: New GB300 GPU tier ($18/hr) + region premium pricing" (Aug 11, 2026). Fireworks has been tracked since 2024-11-17.
In the same window Corel, Figma, Sketch and Adobe 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 listedGLM 5.3 Flash
| Plan | Field | Before | After | Change |
|---|---|---|---|---|
| Serverless | Add-on | Not listed | GLM 5.3 Flash | 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 Sep 21, 2026 and Sep 28, 2026; the change is marked around the middle of the page, where GLM 5.3 Flash now appears.
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The two full-page captures with this change marked up are free with an account.
Fireworks, the last 90 days
Full historyDates are the day each change was detected, Eastern time.
- Oct 26, 2026ImprovementFireworks adds SOC 2, ISO 27001, 27701 and 42001 badges to pricing page
- Oct 18, 2026ImprovementFireworks adds Muse Spark Open and DeepSeek V4.1 Flash to Serverless Training
- Oct 17, 2026ImprovementFireworks adds Muse Spark Open, DeepSeek V4.1 Flash to Serverless Training
- Sep 27, 2026PackagingFireworks adds GLM 5.3 Flash with 200K context, per-token training pricing This change
- Sep 16, 2026ImprovementFireworks adds GLM 5.3 to Serverless Training at $14.58/1M train tokens
- Sep 7, 2026ImprovementFireworks rebuilds Serverless Training API catalog: drops Qwen 3.5 9B, adds DeepSeek V4 Flash and Muse Glimmer 30B
- Sep 1, 2026ImprovementFireworks adds DeepSeek V4 Flash, Muse Glimmer 30B to training API
- 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)
Across Marketing & Content in the same window
All Marketing & Content changes- CorelSep 21Corel: New ~30% discounts added; Painter's $180 discount removed ($429)
- FigmaSep 14Figma drops cross-team publishing from Professional plan spotlight
- SketchJul 4Sketch renames Business to Professional, shifts features, lowers Enterprise…
- AdobeJul 3Adobe Creativecloud CC: added Firefly Pro Plus + Acrobat Express, cut Stock AI Studio price + 2 more
Questions about this change
Did Fireworks raise prices in September 2026?
No list-price increase was recorded between Sep 21, 2026 and Sep 28, 2026 UTC. The change Pulse detected was a packaging change: new add-on.
What changed on Fireworks' pricing page between Sep 21, 2026 and Sep 28, 2026 UTC?
Serverless add-on added: GLM 5.3 Flash. Pulse compared the captures it took on Sep 21, 2026 and Sep 28, 2026 UTC; the before/after table above lists each item as written on the page.
How often does Fireworks change its pricing?
Pulse recorded 5 other pricing-page changes for Fireworks in the 90 days before this one; the previous change was "Fireworks adds GLM 5.3 to Serverless Training at $14.58/1M train tokens" on Sep 16, 2026; Fireworks has been tracked since 2024-11-17.
