Orob

One prompt. Every model.

Orob routes across foundation models, agents, tools, and APIs — one chat, one API, and it learns from every hop.

Open chat Read the API
await orob("");
orob $0.0000
gpt-4o $0.0000
savings —

The stack is scattered.

Every model. Every agent. Every tool. Alone, they're just noise.

Orob stitches it.

  1. 1 Your prompt is broken into subtasks — reasoning, code, search, files, tool calls.
  2. 2 Each subtask is routed to the right hop — a foundation model, an agent, or one of 10,000+ executable repos — picked by cost, quality, and capability.
  3. 3 Every hop runs in a sandbox, outputs are verified, and the pieces are stitched back into one answer.

Benchmarks.

Public evals, real numbers, same axis — Orob on top.

Cost per task · demo workload

Orob routes every task for $0.018 — 96% below the cheapest single-model path.

Orob (routed)
$0.018
Gemini 2.5 Pro
$0.092
Claude Sonnet 4
$0.162
GPT-4o
$0.426
GPT-4 Turbo
$0.680
$0$0.25$0.50$0.75
BFCL v3 · Berkeley Function-Calling Leaderboard

93.1% tool-use accuracy — above every single foundation model, routed per subtask.

Orob (routed)
93.1
Claude Sonnet 4
90.4
GPT-4o
87.3
Gemini 2.5 Pro
81.2
Llama 3.1 70B
73.0
0255075100
SWE-bench Verified

72.4% of real GitHub issues resolved — each one routed to the verified best patcher.

Orob (routed)
72.4
Claude Opus 4
68.1
GPT-5 / o3
65.0
Gemini 2.5 Pro
51.6
DeepSeek V3
48.0
0%25%50%75%100%
Integrations · one agent loop

90 tools callable inside one agent loop — 2× the next router.

Orob
90
LangChain
40
LlamaIndex
25
LiteLLM
0
OpenRouter
0
0255075100
Cost × BFCL v3 · Pareto frontier

Top-left is empty for everyone but us — cheaper and better.

$0 $0.20 $0.40 $0.60 $0.75 0 25 50 75 100 $ per task → BFCL v3 score → Orob $0.018 · 93.1 Gemini 2.5 Claude Sonnet 4 GPT-4o GPT-4 Turbo

Every file. Every format.

In, out, and routed through the right tool — Orob handles it.

Documents
PDF, DOCX, PPTX, XLSX, CSV, MD, TXT, RTF
Images
PNG, JPG, WEBP, SVG, GIF, HEIC, BMP, TIFF
Video
MP4, MOV, WEBM, MKV, AVI, highlight reels, captions
Audio
MP3, WAV, M4A, OGG, FLAC, AAC, transcription, TTS
Code
Python, JS, TS, Go, Rust, Java, C++, SQL, Bash, sandboxed
Structured Data
JSON, YAML, TOML, XML, Parquet, JSONL, schemas
Diagrams
Mermaid, flowcharts, architecture, ER, sequence, Gantt
Web
URLs, HTML, scraped pages, live Brave search, Readability
Archives
ZIP, TAR, GZ, 7Z — packed and unpacked on the fly
3D
GLB, GLTF, OBJ, STL, FBX, USDZ — model previews
Scientific
FASTA, PDB, CIF, LaTeX, BibTeX, NetCDF, HDF5
Slides & Sheets
PPTX via Gamma, XLSX via openpyxl, Keynote export

Drop in. Start shipping.

OpenAI-compatible API. Swap the base URL — get the stitched stack.

orob.ts