AI-ASSISTANTS
Copilot moves into Xcode's own assistant a day after landing in JetBrains Air.
Alternatives · AI assistants
Determined AI alternatives
The best Determined AI alternatives in AI assistants, ranked by Sparkpulse's velocity_score.
Updated Nov 5, 2026
Looking for the best alternatives to Determined AI? Sparkpulse tracks and ranks 12 alternatives in AI assistants by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Determined AI shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About 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.
Velocity 0.0 · Last update 3mo ago
Top 12 alternatives to Determined AI
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
AI-ASSISTANTS
LobeChat follows its proactive-bot release with approval, task and Linear fixes in v2.3.1.
AI-ASSISTANTS
Claude Duet opens a proactive-agent app to Pro and Max, the first move after the 5.5 rollout.
AI-ASSISTANTS
DocsBot takes its bots to the phone with Voice, the fourth DocsBot Week launch.
AI-ASSISTANTS
Dify 1.19 traces workflows layer by layer, down to the LLM calls inside nested tools.
AI-ASSISTANTS
Ollama v0.40.15 adds MiMo V2.6 after a v0.40.14 pass on Claude Code and OpenAI-API fixes.
AI-ASSISTANTS
AutoGPT 0.11 cuts self-hosters over to PostHog and new proxy and payment settings
AI-ASSISTANTS
Snorkel AI's feed is benchmark research and a $30M grants program, not product releases.
AI-ASSISTANTS
Docling adds three more OCR model presets and keeps fixing format edge cases.
AI-ASSISTANTS
Hyperscience leans on explainability and third-party proof to win regulated buyers.
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InvokeAI's v7 alphas keep adding model families while v6 gets maintenance and small Canvas gains.
AI-ASSISTANTS
Recall gives its chat and MCP-connected apps exact-phrase search and whole-card reading.
Determined AI 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 |
|---|---|---|---|---|
| Determined AI (baseline) | 0.0 | 0 | training platformstale feedrelease tooling | — |
| GitHub Copilot | 10.0 | 2 | model-routingenterprise-bundlingagentic-coding | Route and orchestrate models with GitHub Copilot Fusion |
| LobeChat | 10.0 | 0 | ai-agentsproactive-botsteam-workspace | — |
| Claude | 8.8 | 2 | agentsproactive-aimodel-family | Claude Duet research preview: a proactive agent app for Pro and Max |
| DocsBot AI | 7.5 | 2 | ai-supportvoice-agentsagents | DocsBot Voice: Your Knowledge, Ready to Answer the Phone |
| Dify | 6.3 | 1 | llm-appsai-agentsobservability | v1.18.0 — Smarter Agent Routing, Portable Apps, Deeper Workflow Visibility |
| Ollama | 6.3 | 0 | local-llmcoding-agentsopenai-compatible-api | — |
| AutoGPT | 5.0 | 0 | agentic-platformhuman-in-the-loopself-hosting | — |
| Snorkel AI | 5.0 | 0 | ai-evaluationbenchmarkingagent-training | — |
| Docling | 5.0 | 0 | document-parsingocrvlm | — |
| Hyperscience | 5.0 | 0 | idppublic-sectorexplainable-ai | — |
| InvokeAI | 5.0 | 0 | image generationopen sourcemodel support | — |
| Recall | 5.0 | 0 | knowledge-managementmcpretrieval | OCR turns images into cards; extension reaches Safari and Edge |
The 12 best Determined AI alternatives, in depth
1. GitHub Copilot · velocity 10.0
Copilot moves into Xcode's own assistant a day after landing in JetBrains Air.
Over the last 30 days GitHub Copilot shipped 2 meaningful updates vs Determined AI's 0, most recently “Route and orchestrate models with GitHub Copilot Fusion”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, GitHub Copilot focuses on model routing, enterprise bundling and agentic coding.
Over the last 30 days GitHub Copilot has been shipping faster than Determined AI — a point in its favour if release momentum matters to you.
Full GitHub Copilot trajectory → · Compare Determined AI vs GitHub Copilot →
2. LobeChat · velocity 10.0
LobeChat follows its proactive-bot release with approval, task and Linear fixes in v2.3.1.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, LobeChat focuses on ai agents, proactive bots and team workspace.
LobeChat and Determined AI have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full LobeChat trajectory → · Compare Determined AI vs LobeChat →
3. Claude · velocity 8.8
Claude Duet opens a proactive-agent app to Pro and Max, the first move after the 5.5 rollout.
Over the last 30 days Claude shipped 2 meaningful updates vs Determined AI's 0, most recently “Claude Duet research preview: a proactive agent app for Pro and Max”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, Claude focuses on agents, proactive ai and model family.
Over the last 30 days Claude has been shipping faster than Determined AI — a point in its favour if release momentum matters to you.
Full Claude trajectory → · Compare Determined AI vs Claude →
4. DocsBot AI · velocity 7.5
DocsBot takes its bots to the phone with Voice, the fourth DocsBot Week launch.
Over the last 30 days DocsBot AI shipped 2 meaningful updates vs Determined AI's 0, most recently “DocsBot Voice: Your Knowledge, Ready to Answer the Phone”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, DocsBot AI focuses on ai support, voice agents and agents.
Over the last 30 days DocsBot AI has been shipping faster than Determined AI — a point in its favour if release momentum matters to you.
Full DocsBot AI trajectory → · Compare Determined AI vs DocsBot AI →
5. Dify · velocity 6.3
Dify 1.19 traces workflows layer by layer, down to the LLM calls inside nested tools.
Over the last 30 days Dify shipped 1 meaningful update vs Determined AI's 0, most recently “v1.18.0 — Smarter Agent Routing, Portable Apps, Deeper Workflow Visibility”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, Dify focuses on llm apps, ai agents and observability.
Over the last 30 days Dify has been shipping faster than Determined AI — a point in its favour if release momentum matters to you.
6. Ollama · velocity 6.3
Ollama v0.40.15 adds MiMo V2.6 after a v0.40.14 pass on Claude Code and OpenAI-API fixes.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, Ollama focuses on local llm, coding agents and openai compatible api.
Ollama and Determined AI have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Ollama trajectory → · Compare Determined AI vs Ollama →
7. AutoGPT · velocity 5.0
AutoGPT 0.11 cuts self-hosters over to PostHog and new proxy and payment settings.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, AutoGPT focuses on agentic platform, human in the loop and self hosting.
AutoGPT and Determined AI have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full AutoGPT trajectory → · Compare Determined AI vs AutoGPT →
8. Snorkel AI · velocity 5.0
Snorkel AI's feed is benchmark research and a $30M grants program, not product releases.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, Snorkel AI focuses on ai evaluation, benchmarking and agent training.
Snorkel AI and Determined AI have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Snorkel AI trajectory → · Compare Determined AI vs Snorkel AI →
9. Docling · velocity 5.0
Docling adds three more OCR model presets and keeps fixing format edge cases.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, Docling focuses on document parsing, ocr and vlm.
Docling and Determined AI have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Docling trajectory → · Compare Determined AI vs Docling →
10. Hyperscience · velocity 5.0
Hyperscience leans on explainability and third-party proof to win regulated buyers.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, Hyperscience focuses on idp, public sector and explainable ai.
Hyperscience and Determined AI have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Hyperscience trajectory → · Compare Determined AI vs Hyperscience →
11. InvokeAI · velocity 5.0
InvokeAI's v7 alphas keep adding model families while v6 gets maintenance and small Canvas gains.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Determined AI leans on training platform, stale feed and release tooling, InvokeAI focuses on image generation, open source and model support.
InvokeAI and Determined AI have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full InvokeAI trajectory → · Compare Determined AI vs InvokeAI →
12. Recall · velocity 5.0
Recall gives its chat and MCP-connected apps exact-phrase search and whole-card reading.
Its velocity score of 5.0/10 reflects longer-term release cadence; its most recent meaningful update was “OCR turns images into cards; extension reaches Safari and Edge”.
Where Determined AI leans on training platform, stale feed and release tooling, Recall focuses on knowledge management, mcp and retrieval.
Recall and Determined AI have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Recall trajectory → · Compare Determined AI vs Recall →
Frequently asked questions
What are the best alternatives to Determined AI?
The top Determined AI alternatives we currently track in AI assistants are GitHub Copilot, LobeChat, Claude, DocsBot AI, Dify, ranked by recent ship velocity.
How is this list of Determined AI alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Determined AI directly with one of these alternatives?
Yes — every card has a "Compare with Determined AI" link to a side-by-side /compare page.