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Comparison · ai-assistants
Together AI vs InvokeAI
A side-by-side editorial comparison of Together AI and InvokeAI — release velocity, themes, recent moves, and the top alternatives to consider.
Together AI vs InvokeAI: at a glance
What is Together AI?
Together AI is building the operational stack around open models, not just the API.
Together shipped four infrastructure products in a month: Together Link for routing open models into existing coding agents, a dedicated B300 inference cluster with IBM Cloud and NVIDIA, Post-Training for custom models, and auto repair for GPU Clusters. Meta Muse Spark Open also went live with a 1M-token context window. The pitch has broadened from cheap inference to owning the full lifecycle of an open model.
What is InvokeAI?
InvokeAI 7 reaches beta with projects and a single widget workbench as the new default.
InvokeAI 7.0.0 beta 1 shipped on November 9 after four alphas, making the rebuilt interface the default. v7 organizes work into autosaving projects that hold canvas, settings, workflows and boards, and replaces separate tabs with one workbench of movable widgets, including Video. It requires Python 3.12 and a one-way database migration, so v6 users are told to install into a fresh root.
Together AI vs InvokeAI: editorial side-by-side
Together AI
5.0AI-ASSISTANTS
Together AI is building the operational stack around open models, not just the API.
◆ Current state
Together shipped four infrastructure products in a month: Together Link for routing open models into existing coding agents, a dedicated B300 inference cluster with IBM Cloud and NVIDIA, Post-Training for custom models, and auto repair for GPU Clusters. Meta Muse Spark Open also went live with a 1M-token context window. The pitch has broadened from cheap inference to owning the full lifecycle of an open model.
◆ Where it's heading
Together is moving up from inference provider to the operating layer for teams leaving closed models. Together Link addresses the switch, Post-Training the customization, and auto repair and dedicated capacity the production risk. Each removes a reason to stay on a closed API.
◆ Prediction
Expect further tooling that shortens the path from closed to open models in coding agents, plus same-week support for major open releases. Pricing changes are not signaled in these entries.
InvokeAI
6.3AI-ASSISTANTS
InvokeAI 7 reaches beta with projects and a single widget workbench as the new default.
◆ Current state
InvokeAI 7.0.0 beta 1 shipped on November 9 after four alphas, making the rebuilt interface the default. v7 organizes work into autosaving projects that hold canvas, settings, workflows and boards, and replaces separate tabs with one workbench of movable widgets, including Video. It requires Python 3.12 and a one-way database migration, so v6 users are told to install into a fresh root.
◆ Where it's heading
The v7 rewrite has moved from tester alphas to a feature-complete beta, and the v6 line is down to small patches. The next stretch is bug fixing and moving v6 users across, with the legacy interface kept only as a fallback.
◆ Prediction
Expect further v7 betas, then a 7.0.0 release, with v6 limited to critical fixes like the 6.14.4 startup patch.
Alternatives to Together 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 Together AI or InvokeAI.
Lambda Labs
Lambda adds IAM to its GPU cloud and plans a $33 billion Alabama data center.
LobeChat
LobeHub v2.3.3 gives every agent an inbox, an address and its own reply rules.
Snorkel AI
Snorkel AI turns its coding benchmark on Fable 5.2 and finds the terminal failures mostly gone.
vLLM
vLLM opens its 0.34 cycle by moving more models onto the Transformers backend
Recall
Recall becomes an official Claude connector, so your saved library feeds Claude's answers.
See all Together AI alternatives → · See all InvokeAI alternatives →
Recent activity from Together AI and InvokeAI
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoInvokeAIInvokeAI 7 beta makes projects and the new workbench default ⚡
- 5d agoInvokeAIInvokeAI re-records its page-size performance baselines
- 11d agoInvokeAIInvokeAI 6.14.4 fixes a startup crash after upgrading
- 12d agoInvokeAIInvokeAI v7 alpha 4 adds FLUX.3 Klein and MOSS-Image
- 12d agoInvokeAIInvokeAI 6.14.3 adds editable vector layers to Canvas
- 18d agoTogether AIAuto repair for Together GPU Clusters: from GPU fault to healthy node
- 26d agoInvokeAIInvokeAI v7 alpha 3 adds role-based board sharing
- 26d agoTogether AITogether Post-Training: frontier-grade model shaping, the way that fits you
- 1mo agoTogether AIMeta Muse Spark Open is live on Together AI
- 1mo agoTogether AIExpanding our enterprise inference capacity with IBM Cloud and NVIDIA
- 1mo agoTogether AITogether Link: open models in the harness you already use. Start with one command today.
- 1mo agoTogether AIHow to train your own Jev for $17
Frequently asked questions
What is the difference between Together 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 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 Together 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 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 Together AI?
Top Together AI alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Together AI alternatives" section above for the current picks, or visit /alternatives/together-ai 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.