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Comparison · ai-assistants
Determined AI vs Recall
A side-by-side editorial comparison of Determined AI and Recall — release velocity, themes, recent moves, and the top alternatives to consider.
Determined AI vs Recall: at a glance
What is Determined AI?
Determined's release feed stops in March 2025, and its last entries are release plumbing.
Every release in the window sits in a three-week stretch of March 2025 around a single version, 0.38.1, published across enterprise, release-candidate and dry-run tags. Their contents are the release process itself: pinning aiohttp-cors because 0.8.0 broke the last Ray version supporting Python 3.8, marking release candidates as draft rather than pre-release, fixing goreleaser field keys, removing a codecov dependency, retiring preview and GKE clusters from CI, and upgrading swagger-ui. The one user-facing item is a documentation warning added to the obsolete managed-service deployment page.
What is Recall?
Recall gives its chat and MCP-connected apps exact-phrase search and whole-card reading.
The 2 November release changes how Recall retrieves rather than what it stores: chat, which used to search only by meaning, can now match exact words and read whole cards, and apps such as Claude, ChatGPT and Cursor get the same tools through the Recall MCP server. Users can now see and manage which apps are connected. Gmail saving works better and age-restricted YouTube videos can be saved. September's work was about intake: EPUB books, multi-image cards, OCR on social posts and 1,000-link CSV imports.
Determined AI vs Recall: editorial side-by-side
Determined AI
0.0AI-ASSISTANTS
Determined's release feed stops in March 2025, and its last entries are release plumbing.
◆ Current state
Every release in the window sits in a three-week stretch of March 2025 around a single version, 0.38.1, published across enterprise, release-candidate and dry-run tags. Their contents are the release process itself: pinning aiohttp-cors because 0.8.0 broke the last Ray version supporting Python 3.8, marking release candidates as draft rather than pre-release, fixing goreleaser field keys, removing a codecov dependency, retiring preview and GKE clusters from CI, and upgrading swagger-ui. The one user-facing item is a documentation warning added to the obsolete managed-service deployment page.
◆ Where it's heading
There is no product signal here to read a direction from — these are the artefacts of a release pipeline being tidied, published as releases because the tooling tags every candidate. What the window does show is a deprecation: the MLDE managed service documentation was marked obsolete in the same batch, which is the only statement about the product's shape in the entire set.
◆ Prediction
The feed has been silent for roughly seventeen months, so there is no observable cadence to project from. Treat the absence of releases, rather than their contents, as the finding.
Recall
5.0AI-ASSISTANTS
Recall gives its chat and MCP-connected apps exact-phrase search and whole-card reading.
◆ Current state
The 2 November release changes how Recall retrieves rather than what it stores: chat, which used to search only by meaning, can now match exact words and read whole cards, and apps such as Claude, ChatGPT and Cursor get the same tools through the Recall MCP server. Users can now see and manage which apps are connected. Gmail saving works better and age-restricted YouTube videos can be saved. September's work was about intake: EPUB books, multi-image cards, OCR on social posts and 1,000-link CSV imports.
◆ Where it's heading
After two months of adding new things to save, Recall is now working on getting answers back out of a large library, both in its own chat and in outside assistants. Treating MCP as a main access path, with controls over connected apps, suggests the library is meant to serve other AI tools as well as Recall's own interface.
◆ Prediction
Expect more MCP-facing controls, such as per-app permissions or write access, along with more retrieval fixes for large knowledge bases, which this release already names as a focus.
Alternatives to Determined AI and Recall
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 Determined AI or Recall.
Dify
Dify 1.19 traces workflows layer by layer, down to the LLM calls inside nested tools.
GitHub Copilot
Copilot moves into Xcode's own assistant a day after landing in JetBrains Air.
AutoGPT
AutoGPT 0.11 cuts self-hosters over to PostHog and new proxy and payment settings
Snorkel AI
Snorkel AI's feed is benchmark research and a $30M grants program, not product releases.
ClearML
ClearML 2.2 turns operational knobs into config: compression, retries, logging, container-aware CPU.
See all Determined AI alternatives → · See all Recall alternatives →
Recent activity from Determined AI and Recall
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoRecallRecall release notes, 2 November 2026: Chat and MCP get smarter at finding your content, plus better support for Gmail and YouTube
- 27d agoRecallFaster home page and fuller LinkedIn, Reddit and X saves
- 1mo agoRecallCSV import of up to 1,000 links; chat answers saved to cards
- 1mo agoRecallEPUB books, multi-image cards and OCR on social posts
- 2mo agoRecallOCR turns images into cards; extension reaches Safari and Edge ⚡
- 3mo agoRecallSearch moves into the library and reads full content
- 1y agoDetermined AIEnterprise build of 0.38.1 (CI and dependency commits)
- 1y agoDetermined AIRelease candidate pinning aiohttp-cors for Ray compatibility
- 1y agoDetermined AIRelease candidate with documentation dependency updates
- 1y agoDetermined AIRelease candidates relabelled as draft; goreleaser fix
- 1y agoDetermined AIEnterprise dry-run tag from goreleaser work
- 1y agoDetermined AIDry-run tag from goreleaser configuration work
Frequently asked questions
What is the difference between Determined AI and Recall?
They serve adjacent needs but don't currently overlap on shipped themes. Recall 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 Determined AI better than Recall?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Recall 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 Determined AI?
Top Determined AI alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Determined AI alternatives" section above for the current picks, or visit /alternatives/determined for the full list with editorial commentary on each.
What are the best alternatives to Recall?
Top Recall alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Recall alternatives" section above for the current picks, or visit /alternatives/getrecall for the full list with editorial commentary on each.