Dépôt GitHub: llama.cpp par ggerganov
github.com
Alternatives to
Cactus Compute
Best alternatives to Cactus Compute in 2026
Most AI apps send your data to a company's servers to get an answer back, which costs money per request and adds a delay. Cactus flips that: it's a piece of software that runs the AI model directly on your phone or laptop, so the answer comes back in a fraction of a second and nothing about what you asked ever has to leave the device. For an app like a voice assistant or a transcription tool, that means it keeps working offline and stays private by default. Cactus is an open-source (MIT-licensed) inference engine for running LLMs, vision-language models and speech models locally on iOS, Android, macOS and wearables, with intelligent routing that can fall back to the cloud for tasks too heavy for the device. It reports sub-120ms on-device transcription latency and has become a launch partner for Liquid AI's on-device LFM2 model family, alongside Qualcomm and Ollama. Being YC-backed and open source under MIT, it sits in the same practical space vacated by Nexa AI, which was acquired by Qualcomm in 2026 and folded into Qualcomm's own GenieX runtime rather than continuing as an independent product.
Quick comparison of Cactus Compute alternatives
| # | Tool | Best for | Price |
|---|---|---|---|
| 1 | Développeurs | — | |
| 2 | Banks | Credit unions | Auto and specialty lenders | — | |
| 3 | Construction companies | Solar farm developers | Civil construction contractors | — | |
| 4 | Insurers | Auto repairers and dealerships | Fleet/rental companies | Claims adjusters | — | |
| 5 | Construction estimators | General contractors | Construction companies across trades | — | |
| 6 | Solar asset managers | Independent Power Producers | O&M providers | Manufacturing QA teams | — | |
| 7 | General contractors | Project owners/developers | Large infrastructure programs | Government agencies | — | |
| 8 | Healthcare clinicians | Medical practices | Health systems focused on billing/coding accuracy | — | |
| 9 | Insurance underwriters | Carriers in life & health and P&C specialty lines | — | |
| 10 | Multilingual clinics | Health organizations | Clinicians across 50+ specialties | — | |
| 11 | P&C and specialty insurance carriers | MGAs | MGA aggregators | Mutual insurers | — | |
| 12 | Health systems and hospitals | Clinicians | Nursing staff | Revenue cycle teams | — |
#1
#2
AI platform that helps banks and credit unions decide who to lend money to, aiming for faster, more accurate approvals without discriminating against protected groups.
zest.ai
- ✓ 15+ years of operating history specifically in regulated lending AI
- ✓ 600+ active models deployed across real lender customers
#3
Retrofit kit that bolts onto existing construction equipment — cranes, pile drivers, solar installers — to make it operate autonomously, instead of building new robots from scratch.
xpanner.com
- ✓ Retrofits existing equipment instead of requiring a full robotic replacement
- ✓ Automation-as-a-service includes installation, training, ongoing support
#4
AI that looks at photos of a damaged car or house and writes up a repair estimate in seconds — the kind of assessment that normally takes a human adjuster days.
tractable.ai
- ✓ Over a decade of operating history in AI damage assessment specifically
- ✓ Pixel-level certainty scoring, not an unqualified black-box output
#5
AI tool that reads construction blueprints and automatically measures and counts everything on them — walls, doors, square footage — for building a cost estimate.
togal.ai
- ✓ Automatic blueprint measurement/counting, replacing manual takeoff
- ✓ Drawing-version comparison flags exactly what changed
#6
AI platform that combines drone photos and on-site sensors to automatically spot problems — like a failing solar panel or a manufacturing defect — without a person having to inspect everything by hand.
clearspot.ai
- ✓ Combines drone, sensor and SCADA data in one automated inspection pipeline
- ✓ Prioritizes faults by estimated revenue impact
#7
AI scheduling tool for construction that generates and compares thousands of possible project timelines to find the fastest, cheapest way to build something.
alicetechnologies.com
- ✓ Generates and compares many possible schedules, not just one refined plan
- ✓ Can schedule directly from a BIM model before a traditional schedule exists
#8
AI clinical assistant that takes voice commands and ambient conversation to write medical notes, suggest billing codes, and answer clinical questions hands-free.
suki.ai
- ✓ Active voice-command control alongside ambient listening
- ✓ Strong revenue-cycle/billing coding automation
#9
AI platform that reads and summarizes complex underwriting documents — medical records, loss runs, financial statements — to help insurance underwriters assess risk faster.
sixfold.ai
- ✓ Cites every risk factor back to its source document, real auditability
- ✓ Covers 42+ insurance lines of business
#10
AI ambient assistant that listens during patient visits and automatically drafts clinical notes and medical codes across 50+ specialties and dozens of languages.
nabla.com
- ✓ Strong multilingual and bilingual conversation support
- ✓ 50+ medical specialties covered
#11
AI-native insurance platform covering the whole policy lifecycle — building products, quoting, billing, and monitoring a portfolio's risk in real time — for P&C and specialty carriers.
federato.ai
- ✓ Covers the full policy lifecycle in one AI-native platform
- ✓ Control Tower gives real-time portfolio-risk visibility
#12
AI platform that listens to doctor-patient conversations and automatically writes the clinical documentation, freeing physicians from typing notes during appointments.
abridge.com
- ✓ Independently ranked #1 (KLAS) two years running, not just self-reported
- ✓ Linked Evidence — every note traceable back to the source conversation
FAQ about Cactus Compute alternatives
- What is the best alternative to Cactus Compute in 2026?
- Based on our selection, llama.cpp (GitHub) is the best alternative to Cactus Compute in 2026. Dépôt GitHub: llama.cpp par ggerganov. See our full ranking above to compare all options.
- Is Cactus Compute free?
- Cactus Compute is a paid tool. Several alternatives in our selection offer free or freemium versions.
- How many alternatives to Cactus Compute are there?
- mySelectas has listed 12 alternatives to Cactus Compute in the AI & Machine Learning category. Our selection is updated regularly to include the best options available.