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Comparison · ai-assistants
Together AI vs Dify
A side-by-side editorial comparison of Together AI and Dify — release velocity, themes, recent moves, and the top alternatives to consider.
Together AI vs Dify: 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 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.
Together AI vs Dify: 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.
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 Together AI 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 Together AI or Dify.
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 Dify alternatives →
Recent activity from Together AI and Dify
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 10d agoDifyv1.19.0 - Trace Your Workflows, Layer by Layer
- 18d agoTogether AIAuto repair for Together GPU Clusters: from GPU fault to healthy node
- 22d agoDifyv1.18.0 — Smarter Agent Routing, Portable Apps, Deeper Workflow Visibility ⚡
- 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
- 2mo agoDifyv1.17.1 - Bug Fixes and Improvements
- 3mo agoDifyRelease v1.16.1 - Bug Fixes and Security Enhancements
- 4mo 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 Together AI 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 Together AI 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 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 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.