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Compare/Crab Code vs oli

Crab Codevsoli

Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.

Crab Code
lingcoder · Terminal agent
#236OSS
Panel
5.3
2 spec wins
Reliability
4.8
Usefulness
5.2
Cost
7.0
Longevity
4.2

“Twenty-five crates of hand-written Rust, so the prompt asking whether it may delete something is now memory-safe.”

oli
amrit110 · Terminal agent
#184OSS
Panel
5.4
2 spec wins
Reliability
4.7
Usefulness
4.8
Cost
7.8
Longevity
4.2

“The name stands for Open Local Intelligent assistant, an acronym that clearly had to work for it.”

Spec by spec

SpecCrab Codeoli
Architecture
CategoryTerminal agentTerminal agent
Runslocallocal
Platformsmacos, linuxmacos, linux
Context windownot documentednot documented
Protocols
MCP clientNoNo
MCP serverNoNo
Capabilities
Runs terminal commandsYesYes
Multi-file editsYesYes
Git operationsYesNo
Browser controlNoNo
Sandboxed executionNoNo
Multi-agent orchestrationNoNo
Headless / CI modeYesNo
Models
BackboneAnthropic, OpenAI, DeepSeek, Bedrock, Vertex AIAnthropic Claude, OpenAI, Google Gemini, Ollama
Bring your own modelYesYes
Local modelsNoYesOllama models with function calling, such as Qwen 2.5 Coder, are supported for full tool use.
Cost
Pricing modelbyokbyok
Starts at$0/mo$0/mo
Free tierYesYes
Bring your own keyYesYes
Openness
Open sourceYesYes
LicenseMITApache-2.0
GitHub stars76244

Which one would each critic pick

CriticCrab CodeoliPick
El Juez——not enough reviews
El Amigo5.85.3Crab Code — Pick it if you want the agent you already know as a single Rust binary with no vendor attached; pick the original if you want the release notes to be someone else's job.
El Crítico5.05.0no preference
El Profesor5.86.3oli — The agent loop, tool execution and provider calls live in a compiled backend addressed over JSON-RPC, so the interface is a client rather than the program.
La Inversora4.04.8oli — 245 stars, a permissive licence, one author and no entity: this is a personal engineering exercise published openly, and it is priced accordingly at nothing.
La Jefa4.84.0Crab Code — A non-interactive flag means it can run in our pipelines, and installation is a source build on sixty machines with no console and no directory integration.
El Hacker6.57.0oli — Apache-2.0, and local models with function calling are supported for full tool use rather than chat only, with Qwen 2.5 Coder named as one that actually works.

Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.

Want a third column? The compare tool handles any two agents. Three-way comparisons are on the roadmap once the spec rows are all verified.