opencode
opencode's feed goes quiet after V2 took over, with only CI and animation tags.
Comparison · ai-assistants
Determined AI vs InvokeAI
A side-by-side editorial comparison of Determined AI and InvokeAI — release velocity, themes, recent moves, and the top alternatives to consider.
Determined AI vs InvokeAI: at a glance
What is 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.
What is InvokeAI?
InvokeAI 7 alpha 3 turns boards into shared, role-gated spaces and adds Qwen-Image-2.1.
InvokeAI is a local-first image and video studio three alphas into a v7 rewrite. Alpha 1 replaced the tabbed UI with autosaving projects and a widget workbench; alpha 2 added MySQL/MariaDB backends and per-project boards. Alpha 3 adds board sharing with Viewer, Contributor, Editor and Owner roles, keeps each member's settings separate inside a project, and brings back a long list of legacy features. It also adds Qwen-Image-2.1 and an opt-in SageAttention backend that cuts large NVIDIA generations by 15–35%.
Determined AI vs InvokeAI: editorial side-by-side
Determined AI
0.0AI-ASSISTANTS
Determined's release feed stops in March 2025, and its last entries are release plumbing.
◆ Current state
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.
◆ Where it's heading
There is no product signal here to read a direction from — these are the artefacts of a release pipeline being tidied, published as releases because the tooling tags every candidate. What the window does show is a deprecation: the MLDE managed service documentation was marked obsolete in the same batch, which is the only statement about the product's shape in the entire set.
◆ Prediction
The feed has been silent for roughly seventeen months, so there is no observable cadence to project from. Treat the absence of releases, rather than their contents, as the finding.
InvokeAI
6.3AI-ASSISTANTS
InvokeAI 7 alpha 3 turns boards into shared, role-gated spaces and adds Qwen-Image-2.1.
◆ Current state
InvokeAI is a local-first image and video studio three alphas into a v7 rewrite. Alpha 1 replaced the tabbed UI with autosaving projects and a widget workbench; alpha 2 added MySQL/MariaDB backends and per-project boards. Alpha 3 adds board sharing with Viewer, Contributor, Editor and Owner roles, keeps each member's settings separate inside a project, and brings back a long list of legacy features. It also adds Qwen-Image-2.1 and an opt-in SageAttention backend that cuts large NVIDIA generations by 15–35%.
◆ Where it's heading
Each alpha moves InvokeAI further from a single-user desktop app toward a shared workspace: pluggable databases, then project boards, now per-role permissions and per-member settings that the notes call groundwork for collaboration later in 7.x. Model support keeps pace in parallel, and the priority is running new models on existing hardware through GGUF, fp8 and quantized attention. Restoring legacy features signals the team wants v7 at parity before it asks v6 users to migrate.
◆ Prediction
Expect alpha 4 within about a week, with more parity restoration and collaboration plumbing; project file formats may break again, since alpha 3 already did. The entries still give no beta or stable date.
Alternatives to Determined AI and InvokeAI
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 Determined AI or InvokeAI.
Baseten
Baseten ends the free launch of elephant-1 and mammoth-1 and adds per-replica metrics.
Ollama
Ollama v0.40.11 adds local speech output on macOS, with an OpenAI-compatible audio endpoint.
GitHub Copilot
Copilot adds GPT-6.1 Terra as a cheaper agentic default and makes assisted permissions GA.
LobeChat
LobeHub canary.3 adds Projects with a lead agent, multi-file Canvas artifacts and Docs.
Claude
Claude Duet opens a proactive-agent app to Pro and Max, the first move after the 5.5 rollout.
See all Determined AI alternatives → · See all InvokeAI alternatives →
Recent activity from Determined AI and InvokeAI
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 10d agoInvokeAIInvokeAI 7 alpha 3 adds role-based board sharing and Qwen-Image-2.1
- 18d agoInvokeAIInvokeAI 7.0.0 (alpha 2)
- 25d agoInvokeAIInvokeAI 7 alpha: autosaving projects and a single widget workbench ⚡
- 1mo agoInvokeAI6.14.2 adds custom Canvas fonts and Krea-2 style transfer
- 1mo agoInvokeAIWeb v2 can find a conditioning image in the gallery from its thumbnail
- 1mo agoInvokeAI6.14.1 adds workflow PNG export and DoRA LoRA support
- 1y agoDetermined AIEnterprise build of 0.38.1 (CI and dependency commits)
- 1y agoDetermined AIRelease candidate pinning aiohttp-cors for Ray compatibility
- 1y agoDetermined AIRelease candidate with documentation dependency updates
- 1y agoDetermined AIRelease candidates relabelled as draft; goreleaser fix
- 1y agoDetermined AIEnterprise dry-run tag from goreleaser work
- 1y agoDetermined AIDry-run tag from goreleaser configuration work
Frequently asked questions
What is the difference between Determined AI and InvokeAI?
They serve adjacent needs but don't currently overlap on shipped themes. InvokeAI is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 Determined AI better than InvokeAI?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. InvokeAI is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 Determined AI?
Top Determined AI alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Determined AI alternatives" section above for the current picks, or visit /alternatives/determined for the full list with editorial commentary on each.
What are the best alternatives to InvokeAI?
Top InvokeAI alternatives in ai-assistants are ranked by recent ship velocity. Browse the "InvokeAI alternatives" section above for the current picks, or visit /alternatives/invokeai for the full list with editorial commentary on each.