AI-ASSISTANTS
Copilot moves into Xcode's own assistant a day after landing in JetBrains Air.
Alternatives · AI assistants
ClearML alternatives
The best ClearML alternatives in AI assistants, ranked by Sparkpulse's velocity_score.
Updated Nov 5, 2026
Looking for the best alternatives to ClearML? Sparkpulse tracks and ranks 12 alternatives in AI assistants by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, ClearML shipped 0 meaningful updates in the last 30 days and carries a velocity score of 2.5 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About ClearML
ClearML 2.2 turns operational knobs into config: compression, retries, logging, container-aware CPU.
After a summer of hyperdataset lifecycle work and SDK input hardening, 2.2.0 is an operations release. It adds a configurable zip compression algorithm for dataset chunks and artifacts, environment and vault overrides for API retry settings, switches to disable stdout/stderr capture and resource monitoring, and reports CPU against the container's cgroup limit. Fixes close a shell-escaping injection path in the autoscaler driver and stop the cache from evicting files another worker is still reading.
Velocity 2.5 · Last update 22h ago
Top 12 alternatives to ClearML
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.
AI-ASSISTANTS
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.
ClearML 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 |
|---|---|---|---|---|
| ClearML (baseline) | 2.5 | 0 | experiment trackinghyperdatasetsstorage manager | — |
| 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 ClearML 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 ClearML'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 ClearML leans on experiment tracking, hyperdatasets and storage manager, GitHub Copilot focuses on model routing, enterprise bundling and agentic coding.
Over the last 30 days GitHub Copilot has been shipping faster than ClearML — a point in its favour if release momentum matters to you.
Full GitHub Copilot trajectory → · Compare ClearML 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 ClearML leans on experiment tracking, hyperdatasets and storage manager, LobeChat focuses on ai agents, proactive bots and team workspace.
LobeChat and ClearML have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
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 ClearML'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 ClearML leans on experiment tracking, hyperdatasets and storage manager, Claude focuses on agents, proactive ai and model family.
Over the last 30 days Claude has been shipping faster than ClearML — a point in its favour if release momentum matters to you.
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 ClearML'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 ClearML leans on experiment tracking, hyperdatasets and storage manager, DocsBot AI focuses on ai support, voice agents and agents.
Over the last 30 days DocsBot AI has been shipping faster than ClearML — a point in its favour if release momentum matters to you.
Full DocsBot AI trajectory → · Compare ClearML 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 ClearML'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 ClearML leans on experiment tracking, hyperdatasets and storage manager, Dify focuses on llm apps, ai agents and observability.
Over the last 30 days Dify has been shipping faster than ClearML — 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 ClearML leans on experiment tracking, hyperdatasets and storage manager, Ollama focuses on local llm, coding agents and openai compatible api.
Ollama and ClearML have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
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 ClearML leans on experiment tracking, hyperdatasets and storage manager, AutoGPT focuses on agentic platform, human in the loop and self hosting.
AutoGPT and ClearML have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
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 ClearML leans on experiment tracking, hyperdatasets and storage manager, Snorkel AI focuses on ai evaluation, benchmarking and agent training.
Snorkel AI and ClearML 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 ClearML 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 ClearML leans on experiment tracking, hyperdatasets and storage manager, Docling focuses on document parsing, ocr and vlm.
Docling and ClearML have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
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 ClearML leans on experiment tracking, hyperdatasets and storage manager, Hyperscience focuses on idp, public sector and explainable ai.
Hyperscience and ClearML 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 ClearML 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 ClearML leans on experiment tracking, hyperdatasets and storage manager, InvokeAI focuses on image generation, open source and model support.
InvokeAI and ClearML have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
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 ClearML leans on experiment tracking, hyperdatasets and storage manager, Recall focuses on knowledge management, mcp and retrieval.
Recall and ClearML 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 ClearML?
The top ClearML 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 ClearML alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare ClearML directly with one of these alternatives?
Yes — every card has a "Compare with ClearML" link to a side-by-side /compare page.