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Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.

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DimensionModalFly.io
Overall8.48.3
Capability fit9.08.8
Price / performance8.28.2
Latency / reliability8.68.0
Developer & agent DX9.68.8
Privacy / data retention7.87.8
Lock-in risk (higher = worse)4.53.5
Maturity / track record8.28.5
PricingAs of 2026-10-24 (modal.com/pricing, fetched 2026-10-24): Python-native serverless GPU/CPU billed per second of compute ('You never pay for idle resources'). GPU list rates per sec…Pay for machines/volumes/bandwidth; Firecracker VMs; scale-to-zero; Machines API for agents.