AI-ASSISTANTS
Gemini enters enterprise cybersecurity with specialized models and a government defense program
Alternatives · AI assistants
Recall alternatives
The best Recall alternatives in AI assistants, ranked by Sparkpulse's velocity_score.
Updated Sep 16, 2026
Looking for the best alternatives to Recall? Sparkpulse tracks and ranks 12 alternatives in AI assistants by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Recall shipped 1 meaningful update in the last 30 days and carries a velocity score of 6.3 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Recall
Handwriting and screenshots become searchable cards, and the extension reaches Safari
Recall's August release is the broadest in months. OCR turns photos, screenshots and handwritten notes into real cards; the browser extension now runs on Safari and Edge alongside Chrome and Firefox, with connection editing inside the extension; chat proposes questions drawn from the saved library; and content can be added ten URLs at a time or by drag and drop. This follows a July that moved search into the full library page with text and AI modes searching reader content, notes and quizzes rather than titles.
Velocity 6.3 · Last update 27d ago
Top 12 alternatives to Recall
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
AI-ASSISTANTS
GitHub Copilot builds out enterprise governance for its expanding agent operations surface.
AI-ASSISTANTS
OpenRouter launches US in-region data routing, completing its compliance story for regulated industries.
AI-ASSISTANTS
DocsBot adds a knowledge-gap explorer and phone voice channel, closing two persistent operator blind spots.
AI-ASSISTANTS
Claude layers Salesforce skills and Fable 5.1 onto an accelerating enterprise platform push.
AI-ASSISTANTS
Dosu publishes a content series on agent memory architecture while the product feed shows no feature announcements.
AI-ASSISTANTS
Baseten CLI 1.0.0 ships a stable command contract as regional deployments unlock enterprise compliance use cases.
AI-ASSISTANTS
Ollama integrates with ChatGPT Desktop as a local backend while the v0.34.x RC cycle hardens OpenAI API compatibility.
AI-ASSISTANTS
InvokeAI 6.14 adds video generation via Wan 2.2 and native multi-GPU support.
AI-ASSISTANTS
vLLM in a six-RC sprint to stabilize v0.29.0 with Mamba and hybrid prefix caching
AI-ASSISTANTS
Character.AI is becoming an interactive entertainment studio, absorbing comics and original series into its Character ecosystem.
AI-ASSISTANTS
LibreChat v0.8.8 ships agent interruption and mid-run approval gates — agentic AI with human checkpoints.
Recall vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Recall (baseline) | 6.3 | 1 | knowledge-managementocrbrowser-extension | OCR turns images into cards; extension reaches Safari and Edge |
| Gemini | 10.0 | 0 | ai-modelscybersecurityagentic-ai | — |
| GitHub Copilot | 8.8 | 0 | enterprise-aimodel-selectioncode-review | — |
| OpenRouter | 8.8 | 1 | model-routingdata-residencyagentic-tooling | In-Region Routing: Keep your data in the US or EU |
| DocsBot AI | 7.5 | 2 | ai-supportknowledge-gapsvoice-agents | Data Explorer: See What Your Bot Is Missing |
| Claude | 7.5 | 2 | enterpriseagenticmodel-releases | Salesforce in Claude: 37 pre-built sales skills in beta |
| Dosu | 7.5 | 0 | ai-agentsdeveloper-toolsagent-memory | — |
| Baseten | 6.3 | 1 | ml-inferenceenterprise-compliancecli-stability | Baseten CLI 1.0.0 |
| Ollama | 6.3 | 0 | local-llmopenai-compatchatgpt-desktop | — |
| InvokeAI | 6.3 | 1 | generative-aivideo-generationlocal-inference | InvokeAI 6.14.0 |
| vLLM | 6.3 | 0 | llm-inferenceprefix-cachingmoe-models | — |
| Character.AI | 6.3 | 1 | interactive-entertainmentcontent-studiocreator-tools | (c.ai) Comics and the Interactive Future of Fandom |
| LibreChat | 6.3 | 1 | agentic-workflowshuman-in-the-loopagent-interruption | v0.8.8-rc2 |
The 12 best Recall alternatives, in depth
1. Gemini · velocity 10.0
Gemini enters enterprise cybersecurity with specialized models and a government defense program.
Over the last 30 days Gemini shipped 0 meaningful updates vs Recall's 1. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, Gemini focuses on ai models, cybersecurity and agentic ai.
Gemini has shipped fewer meaningful updates than Recall in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
2. GitHub Copilot · velocity 8.8
GitHub Copilot builds out enterprise governance for its expanding agent operations surface.
Over the last 30 days GitHub Copilot shipped 0 meaningful updates vs Recall's 1. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, GitHub Copilot focuses on enterprise ai, model selection and code review.
GitHub Copilot has shipped fewer meaningful updates than Recall in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full GitHub Copilot trajectory → · Compare Recall vs GitHub Copilot →
3. OpenRouter · velocity 8.8
OpenRouter launches US in-region data routing, completing its compliance story for regulated industries.
Over the last 30 days OpenRouter shipped 1 meaningful update vs Recall's 1, most recently “In-Region Routing: Keep your data in the US or EU”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, OpenRouter focuses on model routing, data residency and agentic tooling.
OpenRouter and Recall have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenRouter trajectory → · Compare Recall vs OpenRouter →
4. DocsBot AI · velocity 7.5
DocsBot adds a knowledge-gap explorer and phone voice channel, closing two persistent operator blind spots.
Over the last 30 days DocsBot AI shipped 2 meaningful updates vs Recall's 1, most recently “Data Explorer: See What Your Bot Is Missing”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, DocsBot AI focuses on ai support, knowledge gaps and voice agents.
Over the last 30 days DocsBot AI has been shipping faster than Recall — a point in its favour if release momentum matters to you.
Full DocsBot AI trajectory → · Compare Recall vs DocsBot AI →
5. Claude · velocity 7.5
Claude layers Salesforce skills and Fable 5.1 onto an accelerating enterprise platform push.
Over the last 30 days Claude shipped 2 meaningful updates vs Recall's 1, most recently “Salesforce in Claude: 37 pre-built sales skills in beta”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, Claude focuses on enterprise, agentic and model releases.
Over the last 30 days Claude has been shipping faster than Recall — a point in its favour if release momentum matters to you.
6. Dosu · velocity 7.5
Dosu publishes a content series on agent memory architecture while the product feed shows no feature announcements.
Over the last 30 days Dosu shipped 0 meaningful updates vs Recall's 1. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, Dosu focuses on ai agents, developer tools and agent memory.
Dosu has shipped fewer meaningful updates than Recall in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
7. Baseten · velocity 6.3
Baseten CLI 1.0.0 ships a stable command contract as regional deployments unlock enterprise compliance use cases.
Over the last 30 days Baseten shipped 1 meaningful update vs Recall's 1, most recently “Baseten CLI 1.0.0”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, Baseten focuses on ml inference, enterprise compliance and cli stability.
Baseten and Recall have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. Ollama · velocity 6.3
Ollama integrates with ChatGPT Desktop as a local backend while the v0.34.x RC cycle hardens OpenAI API compatibility.
Over the last 30 days Ollama shipped 0 meaningful updates vs Recall's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, Ollama focuses on local llm, openai compat and chatgpt desktop.
Ollama has shipped fewer meaningful updates than Recall in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
9. InvokeAI · velocity 6.3
InvokeAI 6.14 adds video generation via Wan 2.2 and native multi-GPU support.
Over the last 30 days InvokeAI shipped 1 meaningful update vs Recall's 1, most recently “InvokeAI 6.14.0”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, InvokeAI focuses on generative ai, video generation and local inference.
InvokeAI and Recall have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. vLLM · velocity 6.3
VLLM in a six-RC sprint to stabilize v0.29.0 with Mamba and hybrid prefix caching.
Over the last 30 days vLLM shipped 0 meaningful updates vs Recall's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, vLLM focuses on llm inference, prefix caching and moe models.
vLLM has shipped fewer meaningful updates than Recall in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
11. Character.AI · velocity 6.3
Character.AI is becoming an interactive entertainment studio, absorbing comics and original series into its Character ecosystem.
Over the last 30 days Character.AI shipped 1 meaningful update vs Recall's 1, most recently “(c.ai) Comics and the Interactive Future of Fandom”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, Character.AI focuses on interactive entertainment, content studio and creator tools.
Character.AI and Recall have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Character.AI trajectory → · Compare Recall vs Character.AI →
12. LibreChat · velocity 6.3
LibreChat v0.8.8 ships agent interruption and mid-run approval gates — agentic AI with human checkpoints.
Over the last 30 days LibreChat shipped 1 meaningful update vs Recall's 1, most recently “v0.8.8-rc2”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Recall leans on knowledge management, ocr and browser extension, LibreChat focuses on agentic workflows, human in the loop and agent interruption.
LibreChat and Recall have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to Recall?
The top Recall alternatives we currently track in AI assistants are Gemini, GitHub Copilot, OpenRouter, DocsBot AI, Claude, ranked by recent ship velocity.
How is this list of Recall alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Recall directly with one of these alternatives?
Yes — every card has a "Compare with Recall" link to a side-by-side /compare page.