Ollama
Ollama v0.40.11 adds local speech output on macOS, with an OpenAI-compatible audio endpoint.
Comparison · ai-assistants
Dify vs opencode
A side-by-side editorial comparison of Dify and opencode — release velocity, themes, recent moves, and the top alternatives to consider.
Dify vs opencode: at a glance
What is Dify?
Dify 1.18 lets Agents pick the next workflow branch and adds a CLI for building apps.
Dify 1.18.0 lets an Agent node choose which workflow branch runs next through Output Routes, packages apps with their Agents, Skills and files into one portable .ifpkg file, and lets users drill into nested workflow runs. It also adds an opt-in Agent Knowledge Base beta and a difyctl CLI over a new OpenAPI, with a bundled skill for coding agents that build Dify apps. Upgrades are heavy: Agent components must move together, the run protocol changes, and source installs need Python 3.13.
What is opencode?
opencode's feed goes quiet after V2 took over, with only CI and animation tags.
The two new tags are housekeeping: the GitHub Action now pins actions/cache to a commit SHA, and an app tag changes how an orb animation is derived. The substantive changes remain V2's promotion to the main branch, the VS Code extension 1.0 that launches the V2 CLI, and the retirement of the separate beta repo.
Dify vs opencode: editorial side-by-side
Dify
3.8AI-ASSISTANTS
Dify 1.18 lets Agents pick the next workflow branch and adds a CLI for building apps.
◆ Current state
Dify 1.18.0 lets an Agent node choose which workflow branch runs next through Output Routes, packages apps with their Agents, Skills and files into one portable .ifpkg file, and lets users drill into nested workflow runs. It also adds an opt-in Agent Knowledge Base beta and a difyctl CLI over a new OpenAPI, with a bundled skill for coding agents that build Dify apps. Upgrades are heavy: Agent components must move together, the run protocol changes, and source installs need Python 3.13.
◆ Where it's heading
Each major release since 1.13 has moved more control from fixed workflow graphs to agents: human-in-the-loop pauses, a sandboxed agent runtime, and now agents that decide the route. difyctl and the bundled skill also make Dify something other agents can operate, not just a visual builder.
◆ Prediction
Expect Agent Knowledge Base to reach Dify Cloud and leave beta, and follow-up 1.18.x patches to smooth the protocol and sandbox-token upgrade.
opencode
5.0AI-ASSISTANTS
opencode's feed goes quiet after V2 took over, with only CI and animation tags.
◆ Current state
The two new tags are housekeeping: the GitHub Action now pins actions/cache to a commit SHA, and an app tag changes how an orb animation is derived. The substantive changes remain V2's promotion to the main branch, the VS Code extension 1.0 that launches the V2 CLI, and the retirement of the separate beta repo.
◆ Where it's heading
opencode has spent October consolidating on V2 and cleaning up its release pipeline. The tags since then are small and auxiliary, which suggests the next user-facing release will be a V2 CLI version rather than more 1.18.x patches.
◆ Prediction
Expect the first V2-numbered CLI release to appear next; the entries don't show when.
Alternatives to Dify and opencode
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 Dify or opencode.
GitHub Copilot
Copilot adds GPT-6.1 Terra as a cheaper agentic default and makes assisted permissions GA.
Claude
Claude Duet opens a proactive-agent app to Pro and Max, the first move after the 5.5 rollout.
DocsBot AI
DocsBot publishes an e-commerce case study while waiting for its November launch week.
Baseten
Baseten now auto-revokes API keys unused for 30 days, tightening a plan announced at 90.
LobeChat
LobeHub canary.3 adds Projects with a lead agent, multi-file Canvas artifacts and Docs.
See all Dify alternatives → · See all opencode alternatives →
Recent activity from Dify and opencode
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoopencodeGitHub Action pins actions/cache to a commit SHA
- 4d agoDifyv1.18.0 — Smarter Agent Routing, Portable Apps, Deeper Workflow Visibility ⚡
- 6d agoopencodeApp orb animation now derived from iOS simulation
- 6d agoopencodegithub-v1.2.27: GitHub app drops unused token-exchange route
- 11d agoopencodeRelease pipeline drops the separate opencode-beta repo
- 15d agoopencodeVS Code extension 1.0 launches the V2 CLI
- 17d agoopencodeV2 codebase promoted to the main dev branch
- 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
- 5mo agoDifyv1.14.1 - Security hardening, workflow stability, and cleaner self-hosted deployments
Frequently asked questions
What is the difference between Dify and opencode?
They serve adjacent needs but don't currently overlap on shipped themes. opencode is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Dify better than opencode?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. opencode is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other ai-assistants products to evaluate alongside.
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.
What are the best alternatives to opencode?
Top opencode alternatives in ai-assistants are ranked by recent ship velocity. Browse the "opencode alternatives" section above for the current picks, or visit /alternatives/opencode for the full list with editorial commentary on each.