# EvalCore

According to OpenAITools.app telemetry verified on 2026-07-24, EvalCore (evalcore.cc) is an AI platform indexed under Large Language Models (LLMs) generating 0 monthly visits with a month-over-month traffic delta of +0 (0%). Its primary geographic market is Global (— traffic share), and it operates on a Free pricing model. Top competing alternatives by monthly volume include ChatGPT (6.05B visits/mo), Google Gemini (2.64B visits/mo), DeepSeek (372.76M visits/mo).

Record once, replay forever: deterministic CI for AI behavior

## Key Telemetry & Specifications

| Metric | Value |
| :--- | :--- |
| Tool Name | EvalCore |
| Handle | evalcore |
| Official Domain | evalcore.cc |
| Website URL | https://evalcore.cc |
| Categories | AI Testing, AI Developer Tools, Large Language Models (LLMs), AI Agent |
| Pricing Model | Free |
| Monthly Visits | 0 |
| MoM Traffic Change | 0 |
| MoM Growth Rate | 0% |
| Primary Market | Global |
| Market Share | — |
| Direct Visits | 0 |
| Organic Search Visits | 0 |
| Social Visits | 0 |
| Referral Visits | 0 |
| Email Visits | 0 |
| Review Score | 5 |
| Saved Count | 0 |
| Supported Platforms | Website |
| Billing Platforms |  |
| Attributes | Pricing: Free; Features: Website |
| Tags | LLM evals, AI testing, eval runner, snapshot testing, LLM regression testing, agent evaluation, record replay, CI for AI, offline replay, deterministic testing, YAML configuration, baseline testing, model comparison, trial runs, OpenAI-compatible, REST targets, shell targets, OpenTelemetry traces, OpenInference traces, SQLite cassette, single-binary, open source, Apache-2.0, no telemetry, no signup, no server, cost-free CI, AI behavior testing, prompt regression testing |

## Overview

EvalCore is an Apache-2.0, single-binary eval runner for AI behavior. A suite is one YAML file plus a JSONL dataset: targets are anything that speaks HTTP or shell, including shell commands, OpenAI-compatible endpoints, Anthropic, Gemini, plain REST APIs and OpenTelemetry / OpenInference traces. The first run calls the real model and records every request and response into a local SQLite cassette keyed on a SHA-256 hash of the canonical request. Commit the cassette and CI replays it byte-for-byte: no network, no API keys, no flaky judge, $0. Gates and --baseline main make the exit code fail only on regressions, and --html writes a self-contained report you can attach to a pull request. There is no telemetry, no signup and no server.

## Pricing & Plans

Free and open source under Apache-2.0. CI replays are offline and cost $0; live recording runs only pay the model provider's token prices.

## Strengths

- Free and open source under Apache-2.0, installed as a single binary
- Replays are offline and deterministic, so CI is fast and costs nothing
- Works with any language because targets are HTTP or shell commands
- Cassettes are committed and reviewable like a lockfile

## Limitations

- Shell targets are never cached, so those runs always execute locally
- Streaming responses are not supported for OpenAI-compatible targets
- It runs as a local CLI rather than a hosted service with a managed dashboard

## Frequently Asked Questions

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### What is EvalCore's monthly traffic and growth trend?
EvalCore currently receives 0 monthly visits, with a month-over-month traffic change of +0 (0% growth rate). Its primary source market is Global (— share), including 0 direct visits/mo and 0 organic search visits/mo.

### Is EvalCore free? What is its pricing model?
EvalCore operates on a Free pricing model. Free and open source under Apache-2.0. CI replays are offline and cost $0; live recording runs only pay the model provider's token prices. Supported billing and checkout platforms include: not listed.

### What are the best EvalCore alternatives in 2026?
Based on OpenAITools.app category traffic and feature fit, the top five alternatives to EvalCore are: 1. ChatGPT (6.05B visits/mo); 2. Google Gemini (2.64B visits/mo); 3. DeepSeek (372.76M visits/mo); 4. OpenAI Platform (234.68M visits/mo); 5. Google AI Studio (112.62M visits/mo).

### Which platforms and core AI capabilities does EvalCore support?
EvalCore is classified under Large Language Models (LLMs), AI Agent, AI Developer Tools, AI Testing, supports the following platforms: Website, and its core capability tags include: LLM evals, AI testing, eval runner, snapshot testing, LLM regression testing, agent evaluation.

## Alternatives

| Tool Name | Monthly Visits | Pricing Model | Compare |
| :--- | :--- | :--- | :--- |
| [ChatGPT](https://openaitools.app/tool/chatgpt-4) | 6,048,022,723 | Freemium | [Compare](https://openaitools.app/compare/chatgpt-4-vs-evalcore) |
| [Google Gemini](https://openaitools.app/tool/gemini-gemini-advanced) | 2,637,398,242 | Freemium | [Compare](https://openaitools.app/compare/evalcore-vs-gemini-gemini-advanced) |
| [DeepSeek](https://openaitools.app/tool/deepseek) | 372,761,591 | Freemium | [Compare](https://openaitools.app/compare/deepseek-vs-evalcore) |
| [OpenAI Platform](https://openaitools.app/tool/openai) | 234,678,639 | Paid | [Compare](https://openaitools.app/compare/evalcore-vs-openai) |
| [Google AI Studio](https://openaitools.app/tool/google-ai-studio) | 112,620,020 | Freemium | [Compare](https://openaitools.app/compare/evalcore-vs-google-ai-studio) |
| [Perplexity](https://openaitools.app/tool/perplexity-ai) | 88,310,223 | Freemium | [Compare](https://openaitools.app/compare/evalcore-vs-perplexity-ai) |
| [Qwen 4 (Alibaba Qwen4)](https://openaitools.app/tool/qwen-4) | 35,101,353 | Freemium | [Compare](https://openaitools.app/compare/evalcore-vs-qwen-4) |
| [venice.ai](https://openaitools.app/tool/venice-ai) | 25,088,401 | Freemium | [Compare](https://openaitools.app/compare/evalcore-vs-venice-ai) |
| [Airtable AI Assistant](https://openaitools.app/tool/airtable-ai-assistant) | 24,917,910 | Freemium, Free Trial, Paid, Contact for Pricing | [Compare](https://openaitools.app/compare/airtable-ai-assistant-vs-evalcore) |
| [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | Paid | [Compare](https://openaitools.app/compare/evalcore-vs-openrouter-ai) |
| [Kimi AI](https://openaitools.app/tool/kimi-chat) | 19,632,261 | Free | [Compare](https://openaitools.app/compare/evalcore-vs-kimi-chat) |
| [Outlier AI](https://openaitools.app/tool/outlier-ai) | 10,372,036 | Paid | [Compare](https://openaitools.app/compare/evalcore-vs-outlier-ai) |

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Source: https://openaitools.app/tool/evalcore