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Comparison · ai-assistants
Baseten vs Khoj
A side-by-side editorial comparison of Baseten and Khoj — release velocity, themes, recent moves, and the top alternatives to consider.
Baseten vs Khoj: at a glance
What is Baseten?
Baseten now auto-revokes API keys unused for 30 days, tightening a plan announced at 90.
Baseten's recent entries are mostly security changes. API keys that haven't authenticated in 30 days are now revoked automatically from October 24, a tighter and earlier version of the 90-day policy announced a day before for November 5. Authentication errors switch from 403 to 401 on October 28, and users are told to upgrade the Baseten and Truss CLIs after the eMudhra certificate authority compromise. Product additions are GPU temperature and utilization metrics and the elephant-1 and mammoth-1 classification models.
What is Khoj?
Khoj gave its assistant long-term memory, then started winding down its own cloud.
The 2.0 beta line is doing two things at once. In February it gave Khoj long-term memories, moving the assistant from per-conversation context to knowledge that persists across sessions. Six weeks later it began deprecating Khoj cloud — a banner warning hosted users, and the subscribe option removed from the web app's settings page. The same release upgraded the web app to Next.js 15 and fixed the research agent stopping earlier than it should.
Baseten vs Khoj: editorial side-by-side
Baseten
5.0AI-ASSISTANTS
Baseten now auto-revokes API keys unused for 30 days, tightening a plan announced at 90.
◆ Current state
Baseten's recent entries are mostly security changes. API keys that haven't authenticated in 30 days are now revoked automatically from October 24, a tighter and earlier version of the 90-day policy announced a day before for November 5. Authentication errors switch from 403 to 401 on October 28, and users are told to upgrade the Baseten and Truss CLIs after the eMudhra certificate authority compromise. Product additions are GPU temperature and utilization metrics and the elephant-1 and mammoth-1 classification models.
◆ Where it's heading
After weeks of steady Model API additions, Baseten has turned to platform security and operational hygiene for dedicated deployments. The quick change from a 90-day to a 30-day key revocation suggests security pressure, possibly related to the CA compromise, though the entries don't say so.
◆ Prediction
Expect more security defaults (key scoping, rotation) and continued model additions, including classifier-style models like elephant-1 and mammoth-1.
Khoj
0.0AI-ASSISTANTS
Khoj gave its assistant long-term memory, then started winding down its own cloud.
◆ Current state
The 2.0 beta line is doing two things at once. In February it gave Khoj long-term memories, moving the assistant from per-conversation context to knowledge that persists across sessions. Six weeks later it began deprecating Khoj cloud — a banner warning hosted users, and the subscribe option removed from the web app's settings page. The same release upgraded the web app to Next.js 15 and fixed the research agent stopping earlier than it should.
◆ Where it's heading
Khoj is consolidating around the self-hosted product and the model layer beneath it, and stepping back from running the hosted service. Model support has been broadening steadily — Gemini Pro 3, Minimax M2, Nano Banana image editing, configurable fallback models with admin-set priority — while Stability AI image generation was dropped. The client work follows the same logic: Obsidian batch sync, file query filter autocomplete, reference copying, all aimed at people running their own instance against their own files.
◆ Prediction
With subscriptions already disabled and a deprecation banner live, the next step for the hosted service is a shutdown date. The entries stop in late March 2026, so whether 2.0 has left beta since is not visible here.
Alternatives to Baseten and Khoj
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 Khoj.
Ollama
Ollama v0.40.11 adds local speech output on macOS, with an OpenAI-compatible audio endpoint.
Claude
Claude Duet opens a proactive-agent app to Pro and Max, the first move after the 5.5 rollout.
opencode
opencode's feed goes quiet after V2 took over, with only CI and animation tags.
DocsBot AI
DocsBot publishes an e-commerce case study while waiting for its November launch week.
Dify
Dify 1.18 lets Agents pick the next workflow branch and adds a CLI for building apps.
See all Baseten alternatives → · See all Khoj alternatives →
Recent activity from Baseten and Khoj
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoBasetenRevocation of unused API keys on 10/24
- 4d agoBasetenAuth errors switch from 403 to 401 on October 28
- 4d agoBasetenAuto-revocation of unused API keys announced (90 days)
- 4d agoBasetenUpgrade Baseten and Truss CLIs after eMudhra CA compromise
- 4d agoBasetenGPU temperature and utilization metrics
- 6d agoBasetenelephant-1 and mammoth-1 available on Baseten
- 7mo agoKhoj2.0.0-beta.28: two small web app fixes
- 7mo agoKhoj2.0.0-beta.27: page templates fixed for Starlette 1.0.0
- 7mo agoKhoj2.0.0-beta.26 starts deprecating Khoj cloud ⚡
- 8mo agoKhoj2.0.0-beta.25 gives Khoj long-term memory ⚡
- 9mo agoKhoj2.0.0-beta.20 adds Nano Banana image editing and model fallbacks
- 9mo agoKhoj2.0.0-beta.21 drops Stability AI image generation
Frequently asked questions
What is the difference between Baseten and Khoj?
They serve adjacent needs but don't currently overlap on shipped themes. Baseten 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 Baseten better than Khoj?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Baseten 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 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 Khoj?
Top Khoj alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Khoj alternatives" section above for the current picks, or visit /alternatives/khoj for the full list with editorial commentary on each.