Goose
Goose's tracked feed is GDK alpha tags with no notes, so the agent itself isn't visible here.
Comparison · ai-assistants
Continue vs InvokeAI
A side-by-side editorial comparison of Continue and InvokeAI — release velocity, themes, recent moves, and the top alternatives to consider.
Continue vs InvokeAI: at a glance
What is Continue?
Continue ships a 'final release' of its VS Code extension and stops shipping notes after it.
In mid-June Continue cut what it calls the final stable release of its VS Code extension: it removed the CLI-install banner and Generate Rule, moved onboarding and new configs to explicit model definitions instead of Hub slugs, and updated a deprecation banner's export link. Two bare 2.0.0 and 2.1.0 tags followed with no notes.
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%.
Continue vs InvokeAI: editorial side-by-side
Continue
0.0AI-ASSISTANTS
Continue ships a 'final release' of its VS Code extension and stops shipping notes after it.
◆ Current state
In mid-June Continue cut what it calls the final stable release of its VS Code extension: it removed the CLI-install banner and Generate Rule, moved onboarding and new configs to explicit model definitions instead of Hub slugs, and updated a deprecation banner's export link. Two bare 2.0.0 and 2.1.0 tags followed with no notes.
◆ Where it's heading
Through March the extension was in ordinary maintenance: JetBrains freeze fixes, dependency bumps, .continue/configs support and workspace-scoped history. June turns that into a wind-down, stripping Hub-dependent paths and pointing users at an export. The 2.x tags look like version housekeeping rather than a revival, because they carry no user-facing notes.
◆ Prediction
Expect few or no annotated extension releases from here. Whether the 2.x line carries real work is unclear until a 2.x release ships with notes.
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 Continue 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 Continue or InvokeAI.
Tabby
Tabby's only visible release is an internal alpha with no notes; there is little to read yet.
opencode
opencode retires its separate beta repo as V2 becomes the main line.
Ollama
Ollama starts v0.40.7 candidates by trimming duplicate CUDA libraries from the MLX package.
GitHub Copilot
Copilot gives enterprises an API to control which models their teams can use.
LobeChat
LobeHub's second v2.2.21 canary makes goals plan their own batches and queues steering server-side.
See all Continue alternatives → · See all InvokeAI alternatives →
Recent activity from Continue and InvokeAI
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 7d agoInvokeAIInvokeAI 7 alpha 3 adds role-based board sharing and Qwen-Image-2.1
- 15d agoInvokeAIInvokeAI 7.0.0 (alpha 2)
- 21d agoInvokeAIInvokeAI 7 alpha: autosaving projects and a single widget workbench ⚡
- 28d 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
- 4mo agoContinueVS Code extension 2.0.0 tag, no release notes
- 4mo agoContinueVS Code extension 2.1.0 tag, no release notes
- 4mo agoContinueFinal stable VS Code extension drops Hub slugs, points to export ⚡
- 4mo agoContinueFinal extension release, partly published and re-cut as 1.2.24
- 4mo agoContinuePre-release channel final cleanup build
- 7mo agoContinueAdds .continue/configs and workspace-scoped session history
Frequently asked questions
What is the difference between Continue 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 Continue 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 Continue?
Top Continue alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Continue alternatives" section above for the current picks, or visit /alternatives/continue 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.