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Comparison · ai-assistants

Continue vs Ollama

A side-by-side editorial comparison of Continue and Ollama — release velocity, themes, recent moves, and the top alternatives to consider.

Continue vs Ollama: at a glance

FeatureContinueOllama
Sectorai-assistantsai-assistants
Velocity score0.05.0
Sparks · 30d00
Top themesai-coding, ide-extension, deprecation, vscodemlx, local-models, model-support, packaging
Last editorial update3h ago5d ago
WebsiteVisit →Visit →

What is Continue?

Continue ships a 'final release' of its VS Code extension and stops shipping notes after it.

In mid-June Continue cut what it calls the final stable release of its VS Code extension: it removed the CLI-install banner and Generate Rule, moved onboarding and new configs to explicit model definitions instead of Hub slugs, and updated a deprecation banner's export link. Two bare 2.0.0 and 2.1.0 tags followed with no notes.

Read the full Continue trajectory →

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.

Read the full Ollama trajectory →

Continue vs Ollama: editorial side-by-side

C
Continue
AI-ASSISTANTS
0.0

Continue ships a 'final release' of its VS Code extension and stops shipping notes after it.

◆ Current state

In mid-June Continue cut what it calls the final stable release of its VS Code extension: it removed the CLI-install banner and Generate Rule, moved onboarding and new configs to explicit model definitions instead of Hub slugs, and updated a deprecation banner's export link. Two bare 2.0.0 and 2.1.0 tags followed with no notes.

◆ Where it's heading

Through March the extension was in ordinary maintenance: JetBrains freeze fixes, dependency bumps, .continue/configs support and workspace-scoped history. June turns that into a wind-down, stripping Hub-dependent paths and pointing users at an export. The 2.x tags look like version housekeeping rather than a revival, because they carry no user-facing notes.

◆ Prediction

Expect few or no annotated extension releases from here. Whether the 2.x line carries real work is unclear until a 2.x release ships with notes.

O
Ollama
AI-ASSISTANTS
5.0

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 Continue 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 Continue or Ollama.

See all Continue alternatives → · See all Ollama alternatives →

Recent activity from Continue and Ollama

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 5d agoOllamav0.40.7-rc1 stops shipping duplicate CUDA libraries for MLX
  2. 8d agoOllamav0.40.7-rc0: mlx: add PPLX Decider v1.2 support (#19072)
  3. 9d agoOllamav0.40.6-rc1 fixes model pulls behind proxies
  4. 10d agoOllamav0.40.6-rc0 uses stable ids for --ask mode questions
  5. 10d agoOllamav0.40.5-rc2 bumps llama.cpp
  6. 10d agoOllamav0.40.5-rc1: Nemotron 3.5 Super on MLX, NVFP4 import fixes
  7. 4mo agoContinueVS Code extension 2.0.0 tag, no release notes
  8. 4mo agoContinueVS Code extension 2.1.0 tag, no release notes
  9. 4mo agoContinueFinal stable VS Code extension drops Hub slugs, points to export ⚡
  10. 4mo agoContinueFinal extension release, partly published and re-cut as 1.2.24
  11. 4mo agoContinuePre-release channel final cleanup build
  12. 7mo agoContinueAdds .continue/configs and workspace-scoped session history

Frequently asked questions

What is the difference between Continue and Ollama?

They serve adjacent needs but don't currently overlap on shipped themes. Ollama is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Continue better than Ollama?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Ollama is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other ai-assistants products to evaluate alongside.

What are the best alternatives to Continue?

Top Continue alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Continue alternatives" section above for the current picks, or visit /alternatives/continue 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.