BenchRank
#4 in Orchestration & SchedulingUpdated 2026-08

Bacalhau

by Bacalhau · Distributed compute that runs jobs where the data already is

75.9 — BenchRank score out of 100

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Overview

Bacalhau is an open-source platform for running compute jobs on the machines where data is generated and stored. Jobs are submitted as Docker containers or WebAssembly images, so existing workloads run without rewriting. It schedules work across hardware from large VMs and GPUs to edge and IoT devices, and can keep jobs within chosen geographic and privacy boundaries.

Best for
Teams running Docker or WASM jobs on the machines where their data is already generated and stored
Pricing
No prices are shown; the software is described as open source, with commercial support available through Expanso and no figures published.
Runs on
Web

Strengths and trade-offs

Strengths

  • Runs existing Docker and WASM images without code changes
  • Open source, with commercial support available from Expanso
  • Runs on hardware from large VMs and GPUs to edge and IoT devices
  • Jobs can be scheduled so data stays inside its storage boundary

Trade-offs

  • Workloads must be packaged as Docker containers or WASM images
  • Commercial support comes from a separate company, Expanso
  • No pricing published for the software or the commercial support

How this score is made up

Each dimension is scored out of 100 and combined into the headline score using fixed weights.

MCP support
100 out of 100
API quality
20 out of 100
Documentation
90 out of 100
Agent friendliness
85 out of 100
Pricing transparency
85 out of 100
Changelog
100 out of 100
Marketing site structure
95 out of 100
Operational trust
35 out of 100

Measured, but not part of the score

Useful to know, but not a mark for or against the product — so these do not affect the ranking.

Openness
85 out of 100
Maintenance
100 out of 100

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