Goose
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Comparison · ai-assistants
Baseten vs Ollama
A side-by-side editorial comparison of Baseten and Ollama — release velocity, themes, recent moves, and the top alternatives to consider.
Baseten vs Ollama: at a glance
What is Baseten?
Baseten adds Reflection's 1M-context Beam-1.0, its third new model API in eight days.
Baseten's Model APIs now serve Reflection's Beam-1.0, with a 1M-token context window, tool calling and always-on reasoning tunable through reasoning_effort. It arrives a day after Meta Muse Spark Open and NVIDIA Nemotron 3.5 Super VL, and a week after DeepSeek V4.1 Flash Fast. Alongside the catalog growth came deployment controls: allow-listed egress via Truss config and rolling deployments on by default.
What is Ollama?
Ollama starts v0.40.7 candidates by trimming duplicate CUDA libraries from the MLX package.
Ollama has moved to v0.40.7 release candidates. rc1 is packaging work: CUDA libraries shared by the GGML and MLX backends now ship once, in the CUDA payload, with release checks for the dependencies. The v0.40.6 candidates fixed model pulls behind proxies and gave --ask mode stable question ids, and v0.40.5 added Nemotron 3.5 Super on MLX and broader NVFP4 imports.
Baseten vs Ollama: editorial side-by-side
Baseten
5.0AI-ASSISTANTS
Baseten adds Reflection's 1M-context Beam-1.0, its third new model API in eight days.
◆ Current state
Baseten's Model APIs now serve Reflection's Beam-1.0, with a 1M-token context window, tool calling and always-on reasoning tunable through reasoning_effort. It arrives a day after Meta Muse Spark Open and NVIDIA Nemotron 3.5 Super VL, and a week after DeepSeek V4.1 Flash Fast. Alongside the catalog growth came deployment controls: allow-listed egress via Truss config and rolling deployments on by default.
◆ Where it's heading
Baseten is widening its hosted model catalog with new open and partner models within days of their release, while adding the operational controls enterprises require before running sensitive workloads. Catalog churn runs both ways: new models arrive and older ones are deprecated on a schedule. Hosted Tools web search remains the period's most directional move.
◆ Prediction
Expect more new models in Model APIs at roughly weekly pace, some with Fast capacity variants, plus another deprecation round for older entries. The entries don't show pricing for the new models or which Hosted Tools type comes next.
Ollama
5.0AI-ASSISTANTS
Ollama starts v0.40.7 candidates by trimming duplicate CUDA libraries from the MLX package.
◆ Current state
Ollama has moved to v0.40.7 release candidates. rc1 is packaging work: CUDA libraries shared by the GGML and MLX backends now ship once, in the CUDA payload, with release checks for the dependencies. The v0.40.6 candidates fixed model pulls behind proxies and gave --ask mode stable question ids, and v0.40.5 added Nemotron 3.5 Super on MLX and broader NVFP4 imports.
◆ Where it's heading
MLX remains where new model families land first, and it is now being folded into the same CUDA distribution as GGML rather than shipping its own copy. Download, CLI and packaging plumbing are getting most of the attention between model additions, while the launch command is gradually tied to paid usage credits.
◆ Prediction
Expect stables for v0.40.4 through v0.40.7 to consolidate the Nemotron, Kev, proxy and packaging work. The entries don't show what the next model addition will be.
Alternatives to Baseten and Ollama
Other ai-assistants products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Baseten or Ollama.
Continue
Continue ships a 'final release' of its VS Code extension and stops shipping notes after it.
Tabby
Tabby's only visible release is an internal alpha with no notes; there is little to read yet.
opencode
opencode retires its separate beta repo as V2 becomes the main line.
GitHub Copilot
Copilot gives enterprises an API to control which models their teams can use.
LobeChat
LobeHub's second v2.2.21 canary makes goals plan their own batches and queues steering server-side.
See all Baseten alternatives → · See all Ollama alternatives →
Recent activity from Baseten and Ollama
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agoOllamav0.40.7-rc1 stops shipping duplicate CUDA libraries for MLX
- 8d agoOllamav0.40.7-rc0: mlx: add PPLX Decider v1.2 support (#19072)
- 9d agoOllamav0.40.6-rc1 fixes model pulls behind proxies
- 9d agoBasetenBeam-1.0 available on Baseten
- 10d agoOllamav0.40.6-rc0 uses stable ids for --ask mode questions
- 10d agoBasetenMuse Spark Open and Nemotron 3.5 Super VL available on Baseten
- 10d agoOllamav0.40.5-rc2 bumps llama.cpp
- 10d agoOllamav0.40.5-rc1: Nemotron 3.5 Super on MLX, NVFP4 import fixes
- 13d agoBasetenEgress restrictions
- 13d agoBasetenRolling deployments enabled by default
- 17d agoBasetenDeepSeek V4.1 Flash Fast available on Baseten
- 23d agoBasetenBaseten CLI 1.1 adds model rename from the terminal
Frequently asked questions
What is the difference between Baseten and Ollama?
They serve adjacent needs but don't currently overlap on shipped themes. Baseten and Ollama are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Baseten better than Ollama?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Baseten and Ollama are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other ai-assistants products to evaluate alongside.
What are the best alternatives to Baseten?
Top Baseten alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Baseten alternatives" section above for the current picks, or visit /alternatives/baseten for the full list with editorial commentary on each.
What are the best alternatives to Ollama?
Top Ollama alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Ollama alternatives" section above for the current picks, or visit /alternatives/ollama for the full list with editorial commentary on each.