Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud
CalPulse records 164 monthly visits with -72.7% month-over-month growth and Paid pricing. Weights & Biases (CoreWeave Forge) records 315,624 monthly visits with -80.2% growth and Freemium, Contact for Pricing, Free pricing.

Snap any menu or meal, get instant calories and macros
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | calpulse.ai | wandb.ai |
| Pricing Model | Paid | Freemium, Contact for Pricing, Free |
| Monthly Visits | 164 (164) | 315.62K (315,624) |
| MoM Traffic Delta | -436 (-72.7%) | -1.28M (-80.2%) |
| Primary Market & Share | 🇮🇶 Iraq (100%) | 🇺🇸 United States (32.2%) |
| Direct Visits / mo | 63 | 230.88K |
| User Rating | 3.8 | 4.7 |
| Supported Platforms | Website | Website |

Snap any menu or meal, get instant calories and macros
Photograph a restaurant menu or your plate and let AI image recognition identify dishes and estimate calories and macros instantly.
Automatic logging of protein, carbohydrates, fat and total calories so you do not have to enter foods manually.
Suggestions for healthier menu choices and diet adjustments based on your stated goals and eating patterns.
Visual tracking of intake, weight, hydration and weekly goal achievement to show trends over time.

Track, evaluate, and ship AI models and agents in one connected environment.
Log metrics, losses, and media from training runs and compare them side by side in interactive charts to spot what actually improves your model.
Run automated hyperparameter sweeps and visualize parameter importance so you can converge on better configurations faster.
Version datasets and model artifacts, track lineage, and promote models through a registry from training to production.
Build, log, and evaluate LLM prompts and applications, with tracing and evaluation tools grouped under an LLMOps workflow.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud

Free / Open-sourceProvides deep production LLM observability and tracing, focusing heavily on debugging production failures and drift.
Free / Open-sourceProvides deep production LLM observability and tracing, focusing heavily on debugging production failures and drift.

SpecialistFeatures simulation and guardrail tools for testing LLM safety and robustness before production deployment.
SpecialistFeatures simulation and guardrail tools for testing LLM safety and robustness before production deployment.

Free / Open-sourceOffers robust LLM evaluation and testing suites with integrated enterprise gateways, prioritizing prompt benchmarking.
Free / Open-sourceOffers robust LLM evaluation and testing suites with integrated enterprise gateways, prioritizing prompt benchmarking.

Focuses specifically on prompt versioning, collaborative CMS management, and agent tracing rather than general MLOps.
Focuses specifically on prompt versioning, collaborative CMS management, and agent tracing rather than general MLOps.

Specializes in automated LLM unit testing and security red-teaming, though less focused on traditional MLOps experiment tracking.
Specializes in automated LLM unit testing and security red-teaming, though less focused on traditional MLOps experiment tracking.

Free / Open-sourceProvides an open-source workspace specifically for prompt experimentation, LLM evaluation, and agent deployment pipelines.
Free / Open-sourceProvides an open-source workspace specifically for prompt experimentation, LLM evaluation, and agent deployment pipelines.

SpecialistEnterprise platform for building, evaluating and shipping AI agents

Free / Open-sourceDelivers an open-source end-to-end MLOps suite for GPU infrastructure and experiment tracking, with broader infrastructure control.
Free / Open-sourceDelivers an open-source end-to-end MLOps suite for GPU infrastructure and experiment tracking, with broader infrastructure control.
Free / Open-sourceSnap a photo, get calories and macro estimates in seconds
Free / Open-sourceSnap a photo, get calories and macro estimates in seconds

Combines agent tracing with offline experimentation and dataset evaluation, geared toward production agent workflows.
Combines agent tracing with offline experimentation and dataset evaluation, geared toward production agent workflows.

SpecialistCollaborative platform to build, test, and monitor LLM features
SpecialistCollaborative platform to build, test, and monitor LLM features