Fireworks AI vs Together AI: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for Fireworks AI and Together AI side by side. This page compares data; it is not a hands-on review.
On the data: On the data below, Fireworks AI leads on a free plan. We do not name an overall winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
Fireworks AI
Fast inference for open-source AI models
Best for you if:
- • You want no cold starts and automatic scaling across GPU clusters
Together AI
Run open-source LLMs with serverless inference and fine-tuning
Best for you if:
- • You want many open models
| At a Glance | Fireworks AI | Together AI |
|---|---|---|
Starts at | Free plan | Not published |
Category | GPU Cloud AI Model Deployment | Cloud & Infrastructure GPU Cloud |
Rating | 3.8/5 G2 4.1 · Trustpilot 2.9 17 reviews | 4.0/5 G2 4.0 6 reviews |
Free plan | n/a | No |
Watch out for | Fine-tuning rates exclude storage and compute for training | Minimum charges for specialized fine-tuning models |
Choose Fireworks AI or Together AI?
Choose Fireworks AI if
- You want no cold starts and automatic scaling across GPU clusters
- You want $1 free credit for new users to test without commitment
- You work in GPU cloud, not cloud & infrastructure
Choose Together AI if
- You want many open models
- You want competitive pricing
- You work in cloud & infrastructure, not GPU cloud
In-Depth Analysis
Fireworks AI
Fast inference for open-source AI models
Fireworks AI's pricing is fair and competitive, especially for open-source models, with serverless rates as low as $0.10/1M tokens for small models and a $1 free credit to start.
Watch out
Fine-tuning rates exclude storage and compute for training
Strengths
- Pro: No cold starts and automatic scaling across GPU clusters
- Pro: $1 free credit for new users to test without commitment
- Pro: Per-token pricing keeps costs predictable for variable workloads
- Pro: Supports latest open-source models including DeepSeek, Qwen, and Llama
- Pro: Fine-tuning available directly on the platform without separate tooling
Weaknesses
- Con: No free tier beyond the initial $1 credit for new users
- Con: Pricing varies significantly by model size and type
- Con: On-demand GPU deployments require minimum hourly spend
- Con: Less suited for teams wanting managed prompt engineering or RAG pipelines
- Con: Smaller community and ecosystem compared to AWS Bedrock or Azure AI
Key features
Together AI
Run open-source LLMs with serverless inference and fine-tuning
The 50% discount on batch API is a strong value-add for high-volume users.
Watch out
Minimum charges for specialized fine-tuning models
Strengths
- Pro: Many open models
- Pro: Competitive pricing
- Pro: Fast inference
- Pro: Good for startups
- Pro: Fine-tuning available
Weaknesses
- Con: Smaller than big providers
- Con: Model quality varies
- Con: Support basic
- Con: Documentation gaps
- Con: Newer platform
Key features
Plans and prices: Fireworks AI vs Together AI
| Tool | Plans and prices | Source |
|---|---|---|
| Fireworks AI |
| fireworks.ai/pricing read Oct 1, 2026 |
| Together AI |
| together.ai/pricing read Oct 7, 2026 |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on Fireworks AI pricing and Together AI pricing.
Key Takeaways
Fireworks AI
- Has a free plan
Together AI
- Choose if you want run open-source LLMs with serverless inference and fine-tuning
What the data shows
On the data below, Fireworks AI leads on a free plan. We do not name an overall winner for this pair.
- User ratings rest on too few reviews to rank (3.8/5 from 17 reviews for Fireworks AI, 4.0/5 from 6 reviews for Together AI; we compare ratings only above 20 reviews on both sides).
- Only Fireworks AI has a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do Fireworks AI and Together AI compare in 2026?
On the data below, Fireworks AI leads on a free plan. We do not name an overall winner for this pair. User ratings rest on too few reviews to rank (3.8/5 from 17 reviews for Fireworks AI, 4.0/5 from 6 reviews for Together AI; we compare ratings only above 20 reviews on both sides). Only Fireworks AI has a free plan.
What are Fireworks AI and Together AI used for?
Fireworks AI: Fast inference for open-source AI models. Together AI: Run open-source LLMs with serverless inference and fine-tuning.
What does Fireworks AI cost vs Together AI?
Fireworks AI has no public paid-plan price on file. Together AI has no public paid-plan price on file. Prices read on the vendors' pricing pages, latest check Oct 7, 2026.
What's the main difference between Fireworks AI and Together AI?
Fireworks AI's main strength: no cold starts and automatic scaling across GPU clusters. Together AI's main strength: many open models.