LayerLens vs. evalship Comparison


LayerLens	evalship Garm Tech B.V.	+	+
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The latest model, LTX-2.5, is a 22B-parameter dual-stream diffusion transformer that generates native 4K video at up to 50fps, with synchronized audio and video produced in a single pass. Weights, code, and research are fully open, and independent benchmarking from Artificial Analysis ranks LTX among the top 3 AI video models globally. Access LTX three ways: download the open weights and run it yourself, license the model for on-premise deployment with enterprise support, or build on LTX Studio, the production suite for creative teams and studios. Teams at ElevenLabs, Asteria Film Co., Magnopus, and NVIDIA already build on LTX. LTX is production infrastructure for AI teams generating motion and physical environments inside their own pipelines, not a consumer app for one-off clips. 182 Ratings Visit Website CompUp CompUp is a complete compensation management platform that helps rewards teams benchmark, plan, and communicate compensation for fair pay. 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About LayerLens is an independent AI model evaluation platform for understanding how models perform through verified results across benchmarks, prompt-level results, agentic benchmarks, and audit-ready comparisons across vendors. It helps teams compare more than 200 AI models side by side, with transparent benchmarks, model comparison tools, and consistent evaluation methods for accuracy, latency, behavior, and real-world applicability. LayerLens is built for deep model analysis through Spaces, where teams can group benchmarks and evaluations, explore task strengths, and track performance patterns in context. It supports continuous evaluation by running ongoing evals across model versions, prompt changes, judge updates, and live traces, helping teams detect quality regressions, drift, silent failures, contamination, and policy issues before they affect production.	About evalship helps engineering teams test LLM-powered software with a review of their evals at setup and a report on every pull request. The review checks scorers, judges and prompts for flaws, such as a judge that scores 1.0 when its call fails, and gives each flaw a fix with code references. Setup is a prompt for your coding agent: it configures GitHub Actions and opens a setup pull request. On later pull requests, evalship compares results with the default branch, reports the evals a change really broke and the likely cause, sets flaky evals aside, and flags changed prompts or LLM calls that no eval exercises. Its check can block a merge that breaks an eval. It reads results from pytest, Vitest, Jest, promptfoo, Langfuse, Braintrust and LangSmith, with no SDK to add. Evals run in the customer's own GitHub Actions with their own model API keys; evalship only reads the results. Teams get a dashboard with each eval's history and a weekly report by email. Public repositories are free.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI engineering and governance teams that need transparent, continuous evaluations to compare models, monitor production behavior, and reduce risk before deployment	Audience Engineering teams and founders shipping LLM features on GitHub.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing $19/month Free for all public repositories, plus 1 private repository with 1 user. Team is $19/month (3 users, 2 private repositories), Pro $49/month (10 users, 5 private repositories) and Business $199/month (50 users, 25 private repositories). Yearly billing gets 2 months free. Paid plans come with a 7-day free trial. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information LayerLens United States stratix.layerlens.ai/	Company Information Garm Tech B.V. Founded: 2026 Netherlands evalship.com
Alternatives DeepEval Confident AI	Alternatives DeepEval Confident AI
doteval	Langfuse
LLM Scout	Galileo Cisco
EidoStack	LayerLens
Arena.ai View All	Maxim View All
Categories LLM Evaluation Supported	Categories LLM Evaluation Supported

Integrations AI21 Studio Supported Amazon Web Services (AWS) Supported Anthropic Supported Braintrust Not Supported Cohere Supported Databricks Supported GitHub Actions Not Supported Google AI Mode Supported Jest Not Supported LangSmith Not Supported Langfuse Not Supported Meta AI Supported Microsoft 365 Supported NVIDIA AI Data Platform Supported OpenAI Supported Perplexity Supported Qwen Supported Vitest Not Supported promptfoo Not Supported pytest Not Supported Show More Integrations View All 14 Integrations	Integrations AI21 Studio Not Supported Amazon Web Services (AWS) Not Supported Anthropic Not Supported Braintrust Supported Cohere Not Supported Databricks Not Supported GitHub Actions Supported Google AI Mode Not Supported Jest Supported LangSmith Supported Langfuse Supported Meta AI Not Supported Microsoft 365 Not Supported NVIDIA AI Data Platform Not Supported OpenAI Not Supported Perplexity Not Supported Qwen Not Supported Vitest Supported promptfoo Supported pytest Supported Show More Integrations View All 8 Integrations
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