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Comparison · ai-assistants
Recall vs Ollama
A side-by-side editorial comparison of Recall and Ollama — release velocity, themes, recent moves, and the top alternatives to consider.
Recall vs Ollama: at a glance
What is Recall?
Recall widens what enters the library: EPUB books, image sets and 1,000-link CSV imports.
September brought large intake additions: EPUB books become cards you can read, search and chat with, several photos can form one card, text inside social-post images is read, and a CSV import takes up to 1,000 links at a time from Raindrop, Instapaper or a spreadsheet. Chat answers can now be saved to a new or existing card. The 9 October release turned to a faster home page for large libraries and fuller saves from LinkedIn, Reddit, X and Threads.
What is Ollama?
Ollama v0.40.13 takes LFM3 text-to-speech from Apple silicon to Linux and Windows.
Ollama v0.40.13 brings Liquid AI's LFM3 models, including text-to-speech in lfm3-audio and lfm3-omni, to Linux and Windows after v0.40.12 shipped them on Apple silicon only. A late release candidate added a temporary workaround for a Metal build failure on older macOS. Speech itself arrived in v0.40.11 with Phonon on macOS and an OpenAI-compatible /v1/audio/speech endpoint.
Recall vs Ollama: editorial side-by-side
Recall
2.5AI-ASSISTANTS
Recall widens what enters the library: EPUB books, image sets and 1,000-link CSV imports.
◆ Current state
September brought large intake additions: EPUB books become cards you can read, search and chat with, several photos can form one card, text inside social-post images is read, and a CSV import takes up to 1,000 links at a time from Raindrop, Instapaper or a spreadsheet. Chat answers can now be saved to a new or existing card. The 9 October release turned to a faster home page for large libraries and fuller saves from LinkedIn, Reddit, X and Threads.
◆ Where it's heading
The input side keeps widening, with books the largest new source and CSV import aimed at people arriving from read-it-later tools. As libraries grow, the work shifts toward keeping them fast and saves complete, which is most of October's release. Chat output flowing back into cards turns answers into library content.
◆ Prediction
Expect more performance and capture fixes as bulk import raises library sizes. Video is the most visible gap, since the September notes say OCR on social posts doesn't cover it yet.
Ollama
6.3AI-ASSISTANTS
Ollama v0.40.13 takes LFM3 text-to-speech from Apple silicon to Linux and Windows.
◆ Current state
Ollama v0.40.13 brings Liquid AI's LFM3 models, including text-to-speech in lfm3-audio and lfm3-omni, to Linux and Windows after v0.40.12 shipped them on Apple silicon only. A late release candidate added a temporary workaround for a Metal build failure on older macOS. Speech itself arrived in v0.40.11 with Phonon on macOS and an OpenAI-compatible /v1/audio/speech endpoint.
◆ Where it's heading
Ollama is widening from a local text LLM runner into a local runtime for several model types: vision, decision scoring and now speech. New model families land on Apple hardware first and reach other platforms soon after; LFM3 made the jump in about a day between v0.40.12 and v0.40.13.
◆ Prediction
Expect the Apple-first pattern to repeat with the next model family, and Phonon voices to follow LFM3 onto Linux and Windows; the entries don't show when.
Alternatives to Recall 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 Recall or Ollama.
OpenHands
OpenHands' latest releases are security rebuilds of its Agent Canvas
AutoGPT
AutoGPT puts an approval layer between its agents and the outside world
Snorkel AI
Snorkel AI's feed is benchmark research and a $30M grants program, not product releases.
Promptfoo
Promptfoo's feed has gone quiet except for small fixes to its code-scan action.
vLLM
vLLM opens its 0.33 cycle with four release candidates in a week.
See all Recall alternatives → · See all Ollama alternatives →
Recent activity from Recall and Ollama
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoOllamav0.40.13: LFM3 models and speech on Linux and Windows
- 4d agoOllamav0.40.13-rc1: llama.cpp: workaround Metal unary crash (#19372)
- 4d agoOllamav0.40.13-rc0: LFM3 GGUF fixes and llama-server speech
- 5d agoOllamav0.40.12: Liquid AI LFM3 models, 2B d1, faster MLX prompts
- 5d agoOllamav0.40.12-rc1: Liquid AI LFM3 models and 2B d1 decision models
- 6d agoOllamav0.40.12-rc0: faster MLX prompts and DFlash2 drafts
- 24d 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
- 3mo agoRecallSocial saves rebuilt; table view and 62 AI languages
Frequently asked questions
What is the difference between Recall and Ollama?
They serve adjacent needs but don't currently overlap on shipped themes. Ollama is currently shipping more aggressively (velocity 6.3 vs 2.5), 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 Recall better than Ollama?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Ollama is currently shipping more aggressively (velocity 6.3 vs 2.5), 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 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.
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.