Together AI vs Thinking Machines Tinker vs Modal vs Fireworks AI
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Together AI
vs Together AI
Competitor 1
Thinking Machines Tinker
Thinking Machines Tinker
Competitor 2
Modal
Modal
Competitor 3
Fireworks AI
Fireworks AICompare
4 tools · best value per row highlighted
Competitor
Thinking Machines Tinker
Thinking Machines Tinker
thinkingmachines.ai
A training API that hands control of model fine-tuning to researchers while someone else deals with the servers and scaling headaches
Traffic estimated monthly website traffic
Monthly visits
785.1Kvisits/mo
1.1Mvisits/mo
972.8Kvisits/mo
713.6Kvisits/mo
MoM change
▼ 6.4%
▲ 181.3%
▲ 5.7%
▼ 21.1%
6-month growth
+1.9%
+372.8%
+13.6%
+62.9%
Global rank web
#60,843
#55,584
#43,856
#55,462
Avg. last 3 months
794.7K
672K
960K
743.7K
Bounce rate lower is better
42%
51%
37%
43%
Pages / visit
3.2
2.6
6.6
3.6
Visit duration
1m 57s
1m 57s
5m 31s
2m 40s
Traffic sources
● Direct 77% · ● Referral 21%
● Direct 81% · ● Referral 15%
● Direct 94% · ● Referral 5%
● Direct 91% · ● Referral 6%
Together AIThinking Machines TinkerModalFireworks AI
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
$1.99per month
—
$250per month · free tier available
Free tier
Free tier
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–
Free trial
–
–
–
API access
–
Plans
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Starter FreeTeam $250/moEnterprise Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
AudioTextImagesCode
DataCode
Code
TextImagesCode
Output
VideoTextImagesCodeAudio
Text
Apps
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 2 shared · core partial
Tasks covered
8
4
6
7
APIs
Developer tools
Fine-Tuning
–
Inference
–
LLM development
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Development
–
GPU infrastructure
–
–
Models
–
–
Performance optimization
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.