Comparison
TurboOCR vs inference
Verdict
Pick TurboOCR if turboOCR, optimized for GPUs, delivers high-speed OCR with support for TensorRT FP16 acceleration and PP-OCRv5 model; pick inference if inference by Roboflow specializes in deploying computer vision models on edge devices and industrial hardware like Flowbox based on NVIDIA Jetson.
Markdown twin · TurboOCR alternatives · inference alternatives
GraphCanon updated Sep 20, 2026
7views this month
vs
Trust & integrity
| Signal | TurboOCR | inference |
|---|---|---|
| Maintenance | Active (11d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- TurboOCR
- Fast GPU-based OCR server for document parsing
- inference
- Turn any computer or edge device into a command center for your computer vision projects.
Stars
- TurboOCR
- 1.1k
- inference
- 2.5k
Forks
- TurboOCR
- 111
- inference
- 319
Open issues
- TurboOCR
- 1
- inference
- 172
Language
- TurboOCR
- C++
- inference
- Python
Adopt for
- TurboOCR
- TurboOCR, optimized for GPUs, delivers high-speed OCR with support for TensorRT FP16 acceleration and PP-OCRv5 model.
- inference
- Inference by Roboflow specializes in deploying computer vision models on edge devices and industrial hardware like Flowbox based on NVIDIA Jetson.
Persona
- TurboOCR
- -
- inference
- -
Runtime
- TurboOCR
- -
- inference
- -
License
- TurboOCR
- MIT
- inference
- Other
Last pushed
- TurboOCR
- Sep 8, 2026
- inference
- Sep 19, 2026
Categories
- TurboOCR
- Computer Vision, Inference & Serving
- inference
- Computer Vision, Inference & Serving
Trust and health
Maintenance
- TurboOCR
- Active (82%)
- inference
- Very active (96%)
Days since push
- TurboOCR
- 11d
- inference
- 0d
Open issues (now)
- TurboOCR
- 1
- inference
- 172
Stars delta
- TurboOCR
- +92 (30d)
- inference
- +41 (30d)
Open issues delta
- TurboOCR
- 0 (30d)
- inference
- +26 (30d)
Full report
- TurboOCR
- Trust report
- inference
- Trust report
Choose TurboOCR if…
- TurboOCR is primarily C++; inference is Python.
- License: TurboOCR is MIT, inference is Other.
- Tags unique to TurboOCR: document-ai, document-parsing, gpu-ocr, grpc.
- When you need fast text detection and recognition on GPU-enabled systems
When NOT to use TurboOCR
- If your infrastructure lacks a supported NVIDIA GPU or has less than required VRAM
- In scenarios where the initial TensorRT engine build time cannot be accommodated
Choose inference if…
- inference is primarily Python; TurboOCR is C++.
- License: inference is Other, TurboOCR is MIT.
- Tags unique to inference: agents, classification, deployment, docker.
- When you need ruggedized CV solutions for manufacturing or logistics that support secure network protocols such as OPC or MQTT,
When NOT to use inference
- If your project does not require support for industrial hardware like Flowbox based on NVIDIA Jetson,
- When secure network deployment is unnecessary or when standard deployment options suffice without needing integration with machine vision cameras over GigE,
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (aiptimizer/TurboOCR) · observed Sep 20, 2026
- GitHub forks (aiptimizer/TurboOCR) · observed Sep 20, 2026
- Last push (aiptimizer/TurboOCR) · observed Sep 8, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (roboflow/inference) · observed Sep 20, 2026
- GitHub forks (roboflow/inference) · observed Sep 20, 2026
- Last push (roboflow/inference) · observed Sep 19, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: TurboOCR 1.1k · inference 2.5k (synced Sep 20, 2026).
Common questions
- What is the difference between TurboOCR and inference?
- TurboOCR: Fast GPU-based OCR server for document parsing. inference: Turn any computer or edge device into a command center for your computer vision projects.. See the comparison table for live GitHub stats and shared categories.
- When should I choose TurboOCR over inference?
- Choose TurboOCR over inference when TurboOCR is primarily C++; inference is Python; License: TurboOCR is MIT, inference is Other; Tags unique to TurboOCR: document-ai, document-parsing, gpu-ocr, grpc; When you need fast text detection and recognition on GPU-enabled systems.
- When should I choose inference over TurboOCR?
- Choose inference over TurboOCR when inference is primarily Python; TurboOCR is C++; License: inference is Other, TurboOCR is MIT; Tags unique to inference: agents, classification, deployment, docker; When you need ruggedized CV solutions for manufacturing or logistics that support secure network protocols such as OPC or MQTT,.
- When should I avoid TurboOCR?
- If your infrastructure lacks a supported NVIDIA GPU or has less than required VRAM In scenarios where the initial TensorRT engine build time cannot be accommodated
- When should I avoid inference?
- If your project does not require support for industrial hardware like Flowbox based on NVIDIA Jetson, When secure network deployment is unnecessary or when standard deployment options suffice without needing integration with machine vision cameras over GigE,
- Is TurboOCR or inference more popular on GitHub?
- inference has more GitHub stars (2,456 vs 1,078). Stars measure visibility, not whether either tool fits your constraints.
- Are TurboOCR and inference open source?
- Yes - both are open-source projects on GitHub (TurboOCR: MIT, inference: Other).
- Where can I find alternatives to TurboOCR or inference?
- GraphCanon lists graph-backed alternatives at TurboOCR alternatives and inference alternatives (TurboOCR markdown twin, inference markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, TurboOCR or inference?
- TurboOCR: Active. inference: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for TurboOCR and inference?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: TurboOCR trust report; inference trust report.