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Comparison · ai-assistants
AutoGPT vs Dify
A side-by-side editorial comparison of AutoGPT and Dify — release velocity, themes, recent moves, and the top alternatives to consider.
AutoGPT vs Dify: at a glance
What is AutoGPT?
AutoGPT 0.11 cuts self-hosters over to PostHog and new proxy and payment settings
AutoGPT's platform ships a minor version every week or two, and since September the work has centred on control: AutoPilot gating modes, blocks that declare their effect, and approvals delivered into chat apps. v0.11.0 adds Parallel Decisions blocks and a single Microsoft connection, but its weight is in breaking self-host changes: payment enforcement moves to a backend setting, request bodies cap at 10 MiB, proxies must be listed, and LaunchDarkly is gone in favour of PostHog.
What is Dify?
Dify 1.19 traces workflows layer by layer, down to the LLM calls inside nested tools.
Dify 1.19.0 sends nested workflow traces to external observability tools: steps inside called Workflow Tools now appear beneath the span that invoked them, with prompts, responses and token usage attached. It also makes Workflow Tools portable inside App packages, adds Skill Hub automation and easier Agent file uploads. It follows 1.18.0, which let an Agent node pick the next workflow branch and introduced the .ifpkg package and difyctl CLI.
AutoGPT vs Dify: editorial side-by-side
AutoGPT
5.0AI-ASSISTANTS
AutoGPT 0.11 cuts self-hosters over to PostHog and new proxy and payment settings
◆ Current state
AutoGPT's platform ships a minor version every week or two, and since September the work has centred on control: AutoPilot gating modes, blocks that declare their effect, and approvals delivered into chat apps. v0.11.0 adds Parallel Decisions blocks and a single Microsoft connection, but its weight is in breaking self-host changes: payment enforcement moves to a backend setting, request bodies cap at 10 MiB, proxies must be listed, and LaunchDarkly is gone in favour of PostHog.
◆ Where it's heading
Two releases in a row have changed how a self-hosted install is configured, after v0.10 put a 2027-01-31 cut-off on External API v1. The team is consolidating the stack (PostHog for flags and traces, design tokens everywhere) and hardening the edges a hosted product needs, such as payments, rate limits and client-IP handling.
◆ Prediction
Expect the next releases to add rate limits and deprecation warnings around External API v1 ahead of its January cut-off, with more breaking self-host notes along the way.
Dify
6.3AI-ASSISTANTS
Dify 1.19 traces workflows layer by layer, down to the LLM calls inside nested tools.
◆ Current state
Dify 1.19.0 sends nested workflow traces to external observability tools: steps inside called Workflow Tools now appear beneath the span that invoked them, with prompts, responses and token usage attached. It also makes Workflow Tools portable inside App packages, adds Skill Hub automation and easier Agent file uploads. It follows 1.18.0, which let an Agent node pick the next workflow branch and introduced the .ifpkg package and difyctl CLI.
◆ Where it's heading
After several releases that made agents act inside workflows, Dify is now making that behaviour inspectable and portable. Tracing nested calls and packaging tools with apps are what teams need before trusting agent-routed workflows in production.
◆ Prediction
Expect more observability and evaluation work around agent decisions, such as tracing why an Agent chose a route. Packaging will likely extend to more component types as .ifpkg becomes the deployment unit.
Alternatives to AutoGPT and Dify
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 AutoGPT or Dify.
GitHub Copilot
Copilot moves into Xcode's own assistant a day after landing in JetBrains Air.
Snorkel AI
Snorkel AI's feed is benchmark research and a $30M grants program, not product releases.
ClearML
ClearML 2.2 turns operational knobs into config: compression, retries, logging, container-aware CPU.
Docling
Docling adds three more OCR model presets and keeps fixing format edge cases.
Hyperscience
Hyperscience leans on explainability and third-party proof to win regulated buyers.
See all AutoGPT alternatives → · See all Dify alternatives →
Recent activity from AutoGPT and Dify
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDifyv1.19.0 - Trace Your Workflows, Layer by Layer
- 1d agoAutoGPTAutoGPT 0.11: PostHog replaces LaunchDarkly, new self-host limits
- 8d agoAutoGPTAutoGPT 0.10: External API v2, per-install self-host passwords
- 13d agoDifyv1.18.0 — Smarter Agent Routing, Portable Apps, Deeper Workflow Visibility ⚡
- 13d agoAutoGPTAutoGPT 0.9: effect-declared blocks, Docker Hub self-host image
- 21d agoAutoGPTAutoGPT 0.8.4: MCP-first expert integrations, resumable chat
- 28d agoAutoGPTAutoGPT 0.8.3: approval buttons inside Slack, Discord, Teams
- 1mo agoAutoGPTAutoGPT 0.8.2: AutoPilot gating modes and read screening
- 1mo agoDifyv1.17.1 - Bug Fixes and Improvements
- 3mo agoDifyRelease v1.16.1 - Bug Fixes and Security Enhancements
- 3mo agoDifyDify Agent: sandboxed Linux runtime ships in experimental ⚡
- 5mo agoDifyv1.14.2 - Security fixes, agent groundwork, workflow reliability, and deployment updates
Frequently asked questions
What is the difference between AutoGPT and Dify?
They serve adjacent needs but don't currently overlap on shipped themes. Dify is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 AutoGPT better than Dify?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dify is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 AutoGPT?
Top AutoGPT alternatives in ai-assistants are ranked by recent ship velocity. Browse the "AutoGPT alternatives" section above for the current picks, or visit /alternatives/autogpt for the full list with editorial commentary on each.
What are the best alternatives to Dify?
Top Dify alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Dify alternatives" section above for the current picks, or visit /alternatives/dify for the full list with editorial commentary on each.