Together AI vs Ollama
A detailed comparison to help you choose between Together AI and Ollama.
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Verdict: Ollama wins
Ollama scores 4.6/5, edging out Together AI at 4.1/5. Developers and privacy-conscious teams who want open-weight models running on their own hardware with a clean local API, and who are comfortable in a terminal.
Together AI Run open-source AI models in the cloud | Ollama Run large language models locally | |
|---|---|---|
| Rating | 4.1 (1 review) | 4.6 (1 review) |
| Pricing Model | usage-based | free |
| Starting Price | Pricing varies | Free |
| Best For | Developers and researchers who want to run, compare and fine-tune open-weight models across a wide catalogue with OpenAI-compatible calls and no minimum spend. | Developers and privacy-conscious teams who want open-weight models running on their own hardware with a clean local API, and who are comfortable in a terminal. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | api accessfree tieropen source | api accessopen sourcefree tier |
| Visit Together AI → | Visit Ollama → |
Together AI
Pros
- + Switched one pipeline across four serverless models in an afternoon — only the base URL and model string changed
- + Model table publishes context length, cached pricing and quantisation format (NVFP4/FP8/MXFP4) per model
- + Flash-tier pricing ($0.15-$0.30 input) made a 10M-token/day extraction job far cheaper than frontier equivalents
- + Breadth: chat, image, vision, video, audio, embedding, rerank and moderation under one API
- + $800M raise at $8.3B valuation (July 2026) is a strong continuity signal for an infrastructure vendor
Cons
- - No proprietary frontier models; my messy scanned-forms task needed a frontier fallback
- - No published per-model latency figures — you must measure for yourself
- - Fine-tuning pricing (tokens x epochs, per-model rates) takes real digging to budget
- - Experimental and free-tier models sit in the same list as production ones with no quality signal
- - Dedicated GPU cluster options exist but are not as configurable as pure compute providers
Ollama
Pros
- + Local inference is free and unlimited — cost is hardware and electricity, and prompts never leave the machine (OLLAMA_NO_CLOUD=1 disables the cloud path entirely)
- + OpenAI- and Anthropic-compatible endpoints at localhost:11434 meant existing SDK code worked for me after a single base_url change, including JSON-schema structured output
- + Install-to-first-chat took about two minutes on my M-series Mac with a quantized 8B model, and ollama ps shows the GPU/CPU split honestly
- + Huge ecosystem: ~183k GitHub stars, setup docs for 20+ agents and editors, official Python and JS libraries
- + v0.40.x MLX default made prompt processing measurably faster on Apple Silicon in my runs, and releases ship every few days
Cons
- - Memory-tiered default context window truncates long inputs out of the box — I had to raise num_ctx explicitly in a coding-agent setup
- - Quality ceiling is your hardware: a local 7B quant visibly trails frontier hosted models on hard reasoning
- - No end-user polish — quantization, context sizing, and memory management stay your problem, and CPU-only machines run slowly
- - Fast release cadence creates churn for pinned deployments (e.g. v0.34.1 moved GGUF creation out to llama.cpp tooling)
- - Cloud Team plan pricing conflicts across sources ($500/mo flat vs $25/seat with 5-seat minimum); Max signups reported paused at times
Frequently Asked Questions
Which is better, Together AI or Ollama?▼
Ollama scores higher at 4.6/5 vs 4.1/5 for Together AI, making it the better-rated option in our comparison.
What is the difference between Together AI and Ollama?▼
Together AI: Together AI is a cloud platform for running, fine-tuning and serving open-source AI models, including dedicated GPU clusters. Ollama: Ollama enables you to run open-source large language models locally on your machine, providing privacy and offline access to AI capabilities.
Is Together AI or Ollama more affordable?▼
Together AI starts at €0/mo, Ollama starts at €0/mo. Check the comparison table above for current pricing.
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