PromptEval
prompt-eval.com
What it is
PromptEval is a web and API SaaS platform for evaluating and optimizing large-language-model prompts. It assigns a reproducible score from 0 to 100, with diagnostics covering clarity, specificity, structure and robustness, then identifies issues, warnings, strengths and targeted fixes. A token optimizer compresses prompts while preserving intent and reports the reduction percentage. Its versioned library keeps prompt history, score changes and diffs. The A/B Playground compares two prompts across as many as seven criteria using a user-provided API key. An official GitHub Action can fail pull requests after score drops, contradictions or production regressions. Pro and Team users can serve prompts by slug through an API endpoint, with changes taking effect in about 60 seconds. Plans include a free tier, Basic at $9 a month, Pro at $19 a month, and custom-priced Team.
Spec sheet
- Support
- The Team plan includes priority support with a stated 24-hour response target.Read 30 Sep 2026 · prompt-eval.com
- A/B testing
- The A/B Playground tests two prompts with a user-provided API key across up to seven criteria and displays radar-chart results.Read 30 Sep 2026 · prompt-eval.com
- API limits
- The Eval API has managed monthly quotas of 10, 30, 75, and 250 calls for Free, Basic, Pro, and Team, respectively, with a 5-requests-per-minute rate limit.Read 30 Sep 2026 · prompt-eval.com
- BYOK
- An Anthropic key supplied through X-Provider-Key runs inference on the user's key, consumes no managed quota, and unlocks full mode on every plan.Read 30 Sep 2026 · prompt-eval.com
- CI integration
- The official GitHub Action can fail a pull request when a score drops, a contradiction appears, or a prompt regresses against production.Read 30 Sep 2026 · prompt-eval.com
- Optimization
- The token optimizer compresses prompts while preserving intent and reports the percentage reduction.Read 30 Sep 2026 · prompt-eval.com
- Privacy and security
- PromptEval says prompts are discarded after evaluation, never used to train AI models, protected by Row Level Security, and transmitted over HTTPS.Read 30 Sep 2026 · prompt-eval.com
- Product purpose
- PromptEval evaluates and optimizes prompts for large language models as a SaaS platform.Read 30 Sep 2026 · prompt-eval.com
- Production serving
- Pro and Team users can serve a production prompt by slug through GET /api/v1/prompts/{slug} without redeploying, with changes taking effect in about 60 seconds.Read 30 Sep 2026 · prompt-eval.com
- Prompt analysis
- The evaluator returns critical issues, warnings, strengths, and surgical recommendations for prompt improvements.Read 30 Sep 2026 · prompt-eval.com
- Scoring
- It provides a reproducible 0–100 score with diagnostics across clarity, specificity, structure, and robustness.Read 30 Sep 2026 · prompt-eval.com
- Target users
- The product is positioned for solo developers, developers using AI at work, developers shipping prompts to production, and teams governing production prompts.Read 30 Sep 2026 · prompt-eval.com
- Versioning
- The versioned library stores prompt versions with score history and diffs.Read 30 Sep 2026 · prompt-eval.com
Plans and prices
Strong points and limits
Strong points
- Reproducible 0–100 prompt scores
- Diagnostics and targeted improvement recommendations
- Version history with score diffs
- GitHub Action for regression checks
- Prompts discarded after evaluation
Limits
- Free tier allows three web evaluations monthly
- API has a five-requests-per-minute limit
- Free library holds five prompts
- No free trial
Who it suits
It suits solo developers, developers using AI at work, production prompt authors and teams governing prompt changes. Web, API access, testing and collaboration are listed.
Verdict
PromptEval covers prompt review, optimization, versioning, testing and deployment controls in one web/API service. The free plan is constrained, while paid tiers add larger limits and production-oriented capabilities.
Where Specifiction places it
- AI Prompt Generators#11 of 288.0