GravityKit
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Comparison · Infra & APIs
Koyeb vs Shuffle
A side-by-side editorial comparison of Koyeb and Shuffle — release velocity, themes, recent moves, and the top alternatives to consider.
Koyeb vs Shuffle: at a glance
What is Koyeb?
Koyeb signed a definitive agreement with Mistral while doubling down on Sandboxes for AI agents.
Koyeb is a serverless platform that's leaning hard into AI infrastructure: GPU instances across A100/H100/L40S/RTX Pro 6000 with aggressive price cuts, the Sandboxes product (ephemeral isolated microVMs) now in public preview specifically for orchestrating AI-generated code, and a steady cadence of tutorials integrating Claude Agent SDK, GitHub Copilot CLI, OpenAI Apps SDK, Mistral Vibe, and Ollama. The platform-side fundamentals keep advancing — manual scaling, faster time-to-healthy deployments, scale-to-zero refinements, MFA/passkeys, partial-update PATCH endpoints. The April announcement of a definitive agreement with Mistral overshadows everything else.
What is Shuffle?
Shuffle tags builds almost daily, but the notes are empty.
Shuffle has tagged six 2.3.1 builds since November 3: release candidates 4 to 6 and three nightly builds. Only rc4 lists a change, a fix for a frontend crash; the rest link to commit comparisons. The more substantive rc1 in October handled AI agent actions in hybrid worker setups.
Koyeb vs Shuffle: editorial side-by-side
Koyeb
2.1INFRA · APIS
Koyeb signed a definitive agreement with Mistral while doubling down on Sandboxes for AI agents.
◆ Current state
Koyeb is a serverless platform that's leaning hard into AI infrastructure: GPU instances across A100/H100/L40S/RTX Pro 6000 with aggressive price cuts, the Sandboxes product (ephemeral isolated microVMs) now in public preview specifically for orchestrating AI-generated code, and a steady cadence of tutorials integrating Claude Agent SDK, GitHub Copilot CLI, OpenAI Apps SDK, Mistral Vibe, and Ollama. The platform-side fundamentals keep advancing — manual scaling, faster time-to-healthy deployments, scale-to-zero refinements, MFA/passkeys, partial-update PATCH endpoints. The April announcement of a definitive agreement with Mistral overshadows everything else.
◆ Where it's heading
Koyeb is positioning as the runtime layer for the AI-agent economy: cheap GPUs, isolated sandboxes for arbitrary code execution, integrations with every major agent SDK. The Mistral agreement is the strategic capstone — exact terms are unclear from this feed, but a definitive agreement with a leading European model lab points to a vertically-integrated stack from model to runtime. Either Mistral is acquiring Koyeb's infra or vice versa; either way the AI-infra story tightens.
◆ Prediction
Expect Mistral-specific integrations to land fast (one-click model deploy, native Mistral inference endpoints, possibly preferential pricing for Mistral workloads). Sandboxes will likely move from public preview to GA, and the agent-SDK tutorial cadence will continue as the primary discovery channel for AI-developer customers.
Shuffle
5.0INFRA · APIS
Shuffle tags builds almost daily, but the notes are empty.
◆ Current state
Shuffle has tagged six 2.3.1 builds since November 3: release candidates 4 to 6 and three nightly builds. Only rc4 lists a change, a fix for a frontend crash; the rest link to commit comparisons. The more substantive rc1 in October handled AI agent actions in hybrid worker setups.
◆ Where it's heading
The project is iterating toward 2.3.1 with frequent builds, and the October notes show the work is about making AI agent steps run reliably in workflows. The empty release notes make it hard to see what each build changes.
◆ Prediction
A 2.3.1 final release looks close given the run of release candidates and nightlies, though the entries do not say what it will contain beyond fixes.
Alternatives to Koyeb and Shuffle
Other Infra & APIs 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 Koyeb or Shuffle.
Payload CMS
Payload's v4 beta.9 keeps every past image crop and raises the Node floor again.
Nautobot
Nautobot 3.3 alpha 2 adds test helpers and a cable location filter after 3.2.9's token-leak fix.
Clair
Clair 4.10 RC can read SBOMs to match Java vulnerabilities.
KrakenD
KrakenD's community edition is shipping only dependency bumps.
Velociraptor
Velociraptor's recent releases are mostly about patching CVEs.
See all Koyeb alternatives → · See all Shuffle alternatives →
Recent activity from Koyeb and Shuffle
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoShuffleShuffle 2.3.1 nightly build, no notes
- 2d agoShuffleShuffle 2.3.1 nightly build, no notes
- 3d agoShuffleShuffle nightly build after 2.3.1 RC6
- 8d agoShuffleShuffle 2.3.1 RC6, no notes
- 10d agoShuffleShuffle 2.3.1 RC5, no notes
- 10d agoShuffleShuffle 2.3.1 RC4 fixes a frontend crash
- 7mo agoKoyebKoyeb signs definitive agreement with Mistral ⚡
- 7mo agoKoyebGoogle Authentication Support for Koyeb Control Panel, Service Lifecycle Deletion Policy, and more
- 7mo agoKoyebMarch 19, 2024New deployment events, improved deployment time after build succeeded, and moreNew deployment eventsImproved deployment tim…
- 7mo agoKoyebPartial Updates Now Valid Using the PATCH Endpoint of the Koyeb APINew Tutorial: Use Ollama to Test Multiple Code Generation Models with…
- 7mo agoKoyebJanuary 16, 2026New Serverless GPUs, Auto-deletion and Lifecycle Management for Koyeb Sandboxes, and moreNew Serverless GPUs: RTX Pro 600…
- 8mo agoKoyebMulti-factor Authentication (MFA) and Passkeys now available for Koyeb accountsNew range for idle period for Instances using Scale-to-Zer…
Frequently asked questions
What is the difference between Koyeb and Shuffle?
They serve adjacent needs but don't currently overlap on shipped themes. Shuffle is currently shipping more aggressively (velocity 5.0 vs 2.1), with 0 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 Koyeb better than Shuffle?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Shuffle is currently shipping more aggressively (velocity 5.0 vs 2.1), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Koyeb?
Top Koyeb alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Koyeb alternatives" section above for the current picks, or visit /alternatives/koyeb for the full list with editorial commentary on each.
What are the best alternatives to Shuffle?
Top Shuffle alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Shuffle alternatives" section above for the current picks, or visit /alternatives/shuffle-automation for the full list with editorial commentary on each.