# Agent Experience Arena

The Agent Experience Arena combines agent discovery and agent usability into one developer-tool ranking.

Default view: **Claude Code x all contexts**.

Discovery snapshot: 2026-06-12.

## Scoring

- **Discovery score** uses the current visibility score from [/leaderboard/discoverability](/leaderboard/discoverability).
- **Usability score** averages current API, CLI, and MCP integration scores from the selected agent's DevTool Arena leaderboards.
- **Agent Experience score** is currently an equal blend of discovery and usability.
- Included companies must have both discoverability evidence and at least one scored API, CLI, or MCP usability eval for the selected agent.

## Combined Ranking

| Rank | Tool | Category | Experience | Discovery | Usability | Visibility | Avg Rank | Best Rank | API | CLI | MCP |
|------|------|----------|------------|-----------|-----------|------------|----------|-----------|-----|-----|-----|
| 1 | ElevenLabs | Voice TTS | 89 | 97 | 80 | 98% | 1.3 | 1 | 81 | 68 | 92 |
| 2 | Stripe | Payment | 84 | 87 | 80 | 87% | 1.6 | 1 | 81 | 71 | 87 |
| 3 | Circle | Stablecoin | 79 | 95 | 62 | 96% | 3.1 | 1 | 62 | — | — |
| 4 | LiveKit | Voice Infra | 79 | 97 | 60 | 98% | 2.2 | 1 | 86 | 88 | 6 |
| 5 | Twilio | Voice Telephony | 76 | 99 | 53 | 100% | 1.1 | 1 | 62 | 65 | 33 |
| 6 | Vonage | Voice Telephony | 75 | 88 | 62 | 88% | 3.2 | 2 | — | 62 | — |
| 7 | Firecrawl | Search | 74 | 58 | 89 | 58% | 1.6 | 1 | 90 | 88 | 89 |
| 8 | Resend | Email | 74 | 83 | 64 | 83% | 1.3 | 1 | 65 | 64 | 64 |
| 9 | Pinecone | Vector Databases | 73 | 74 | 71 | 74% | 3.6 | 2 | 65 | 68 | 80 |
| 10 | Clerk | Auth | 72 | 70 | 74 | 70% | 1.9 | 1 | 67 | — | 81 |
| 11 | Daily | Voice Infra | 71 | 79 | 63 | 79% | 4.0 | 2 | 63 | — | — |
| 12 | Temporal | Durable Workflow | 70 | 60 | 79 | 60% | 1.3 | 1 | 86 | 72 | — |
| 13 | Deepgram | Voice STT | 68 | 87 | 49 | 87% | 3.6 | 1 | 72 | 70 | 6 |
| 14 | Daytona | Sandboxes | 67 | 96 | 37 | 97% | 1.5 | 1 | 77 | 25 | 10 |
| 15 | Datadog | Observability | 66 | 81 | 50 | 81% | 3.8 | 2 | 76 | 70 | 3 |
| 16 | Qdrant | Vector Databases | 66 | 81 | 51 | 81% | 2.3 | 1 | 74 | — | 27 |
| 17 | Recall.ai | Meeting Bot | 66 | 89 | 43 | 89% | 1.8 | 1 | 70 | — | 15 |
| 18 | Modal | Sandboxes | 65 | 56 | 74 | 56% | 3.3 | 3 | 81 | 66 | — |
| 19 | E2B | Sandboxes | 64 | 69 | 59 | 69% | 1.6 | 1 | 68 | 83 | 25 |
| 20 | WorkOS | Auth | 64 | 60 | 68 | 60% | 2.7 | 1 | 67 | 68 | — |
| 21 | AssemblyAI | Voice STT | 62 | 86 | 38 | 86% | 3.7 | 1 | 69 | 6 | — |
| 22 | LemonSqueezy | Payment | 61 | 45 | 76 | 45% | 2.8 | 1 | 76 | — | — |
| 23 | Tavily | Search | 61 | 36 | 86 | 36% | 2.1 | 1 | 81 | 85 | 92 |
| 24 | Exa | Search | 60 | 33 | 86 | 33% | 3.8 | 2 | 78 | — | 93 |
| 25 | Plivo | Voice Telephony | 60 | 72 | 47 | 72% | 4.9 | 4 | 56 | — | 38 |
| 26 | Jina AI | Search | 59 | 32 | 85 | 32% | 4.0 | 2 | 74 | 88 | 93 |
| 27 | Unstructured | Document Parsing | 57 | 47 | 66 | 47% | 3.2 | 2 | 63 | 68 | — |
| 28 | Render | Cloud Hosting | 54 | 56 | 52 | 56% | 2.5 | 1 | 65 | 9 | 81 |
| 29 | Apideck | Unified API | 52 | 38 | 66 | 38% | 4.5 | 3 | 66 | — | — |
| 30 | OpenCageData | Geocoding | 52 | 15 | 89 | 15% | 4.4 | 3 | 89 | — | — |
| 31 | Auth0 | Auth | 51 | 52 | 49 | 52% | 3.2 | 2 | 62 | 81 | 3 |
| 32 | LlamaParse | Document Parsing | 51 | 32 | 70 | 32% | 2.7 | 1 | 70 | 69 | — |
| 33 | Agora | Voice Infra | 50 | 37 | 63 | 37% | 2.5 | 2 | 63 | — | — |
| 34 | BetterStack | Observability | 50 | 37 | 63 | 37% | 6.0 | 2 | 63 | — | — |
| 35 | Chargebee | Payment | 50 | 36 | 63 | 36% | 3.9 | 3 | 63 | — | — |
| 36 | Rev AI | Voice STT | 50 | 14 | 86 | 14% | 5.5 | 4 | 86 | — | — |
| 37 | Telnyx | Voice Telephony | 50 | 60 | 40 | 60% | 3.0 | 2 | 63 | 27 | 31 |
| 38 | LanceDB | Vector Databases | 49 | 17 | 81 | 17% | 6.7 | 1 | 78 | — | 84 |
| 39 | Paddle | Payment | 48 | 49 | 46 | 49% | 2.5 | 1 | 64 | — | 28 |
| 40 | Speechify | Voice TTS | 48 | 0 | 96 | 0% | — | — | 96 | — | — |
| 41 | Meeting BaaS | Meeting Bot | 46 | 57 | 34 | 57% | 2.5 | 2 | 66 | — | 1 |
| 42 | Nimble | Search | 45 | 0 | 89 | 0% | — | — | 90 | 88 | 88 |
| 43 | Railway | Cloud Hosting | 45 | 56 | 33 | 56% | 3.0 | 1 | 62 | 3 | — |
| 44 | Restate | Durable Workflow | 44 | 20 | 68 | 20% | 3.0 | 2 | 68 | — | — |
| 45 | LMNT | Voice TTS | 43 | 0 | 86 | 0% | — | — | 86 | — | — |
| 46 | Mollie | Payment | 43 | 0 | 85 | 0% | — | — | 85 | — | — |
| 47 | OpenRouter | Inference | 43 | 19 | 67 | 19% | 2.8 | 1 | 70 | 63 | — |
| 48 | Chroma | Vector Databases | 42 | 32 | 51 | 32% | 5.6 | 3 | 77 | 3 | 73 |
| 49 | Pioneer AI | Inference | 42 | 0 | 83 | 0% | — | — | 83 | — | — |
| 50 | Reducto | Document Parsing | 42 | 12 | 72 | 12% | 3.5 | 2 | 78 | 70 | 68 |
| 51 | Sprites | Sandboxes | 42 | 0 | 83 | 0% | — | — | — | 83 | — |
| 52 | Stytch | Auth | 42 | 21 | 63 | 21% | 3.4 | 2 | 63 | — | — |
| 53 | You.com | Search | 42 | 9 | 75 | 9% | 6.3 | 1 | 74 | — | 75 |
| 54 | Meetstream | Meeting Bot | 41 | 0 | 81 | 0% | — | — | 81 | — | — |
| 55 | Prelude | Verification | 41 | 0 | 81 | 0% | — | — | 81 | — | — |
| 56 | Rime | Voice TTS | 41 | 0 | 81 | 0% | — | — | 96 | 65 | — |
| 57 | TinyFish | Search | 41 | 1 | 81 | 1% | 4.0 | 4 | 81 | — | — |
| 58 | Box | Storage | 40 | 0 | 79 | 0% | — | — | 85 | 69 | 83 |
| 59 | Superserve | Sandboxes | 39 | 0 | 78 | 0% | — | — | 78 | — | — |
| 60 | Surge | Verification | 39 | 0 | 78 | 0% | — | — | 78 | — | — |
| 61 | Anchor Browser | Browser | 38 | 0 | 76 | 0% | — | — | 77 | 74 | — |
| 62 | DFNS | Stablecoin | 38 | 0 | 75 | 0% | — | — | 75 | — | — |
| 63 | MeetGeek | Meeting Bot | 38 | 0 | 75 | 0% | — | — | 62 | — | 88 |
| 64 | Netlify | Cloud Hosting | 37 | 56 | 17 | 56% | 2.9 | 2 | — | 4 | 29 |
| 65 | Vapi | Voice Telephony | 37 | 13 | 60 | 13% | 1.5 | 1 | 60 | — | — |
| 66 | Browserbase | Browser | 36 | 0 | 71 | 0% | — | — | 72 | 69 | — |
| 67 | Descope | Auth | 36 | 0 | 72 | 0% | — | — | 68 | 65 | 84 |
| 68 | Docusign | E-Signature | 36 | 0 | 71 | 0% | — | — | 71 | — | — |
| 69 | Dropbox | Storage | 35 | 0 | 70 | 0% | — | — | 70 | — | — |
| 70 | Nebius Token Factory | Inference | 35 | 0 | 70 | 0% | — | — | 70 | — | — |
| 71 | PandaDoc | E-Signature | 35 | 0 | 70 | 0% | — | — | 70 | — | — |
| 72 | PayPal | Payment | 35 | 27 | 42 | 27% | 3.2 | 2 | 82 | — | 2 |
| 73 | SambaNova | Inference | 35 | 0 | 69 | 0% | — | — | 69 | — | — |
| 74 | Steel | Browser | 35 | 0 | 70 | 0% | — | — | 65 | 74 | — |
| 75 | Extend.ai | Document Parsing | 34 | 0 | 68 | 0% | — | — | 67 | 67 | 69 |
| 76 | HitPay | Payment | 34 | 0 | 68 | 0% | — | — | 68 | — | — |
| 77 | Prefect | Durable Workflow | 34 | 9 | 59 | 9% | 5.0 | 5 | 67 | — | 51 |
| 78 | Tavus | Video Agent | 34 | 0 | 68 | 0% | — | — | 68 | — | — |
| 79 | BoldSign | E-Signature | 33 | 0 | 65 | 0% | — | — | 65 | — | — |
| 80 | Browser Use | Browser | 33 | 0 | 66 | 0% | — | — | 62 | 69 | — |
| 81 | Diffbot | Webscraping | 33 | 0 | 65 | 0% | — | — | 65 | — | — |
| 82 | Infobip | Voice Telephony | 33 | 0 | 65 | 0% | — | — | 65 | — | — |
| 83 | Weaviate | Vector Databases | 33 | 64 | 2 | 64% | 4.0 | 3 | — | — | 2 |
| 84 | Cartesia | Voice TTS | 32 | 19 | 45 | 19% | 4.0 | 3 | 47 | 9 | 80 |
| 85 | Kite | Stablecoin | 32 | 0 | 63 | 0% | — | — | 63 | — | — |
| 86 | Sensible | Document Parsing | 32 | 1 | 62 | 1% | 9.0 | 9 | 62 | — | — |
| 87 | Vercel | Sandboxes | 32 | 35 | 28 | 35% | 1.3 | 1 | 43 | 12 | — |
| 88 | Blaxel | Sandboxes | 31 | 0 | 62 | 0% | — | — | 62 | — | — |
| 89 | Convex | Database | 31 | 57 | 5 | 57% | 2.5 | 1 | — | — | 5 |
| 90 | HeyGen | Video Agent | 31 | 0 | 62 | 0% | — | — | 62 | — | — |
| 91 | Zoom AI Services | Voice STT | 31 | 0 | 61 | 0% | — | — | 61 | — | — |
| 92 | Fireworks AI | Inference | 30 | 13 | 46 | 13% | 2.0 | 2 | 84 | 7 | — |
| 93 | Resemble AI | Voice TTS | 29 | 0 | 58 | 0% | — | — | 83 | — | 33 |
| 94 | Fireblocks | Stablecoin | 28 | 54 | 2 | 54% | 4.7 | 3 | — | — | 2 |
| 95 | Cerebras | Inference | 27 | 6 | 47 | 6% | 5.0 | 5 | 78 | — | 16 |
| 96 | Agentmail | Email | 25 | 0 | 49 | 0% | — | — | 67 | 75 | 5 |
| 97 | fastCRW | Webscraping | 25 | 0 | 50 | 0% | — | — | 65 | — | 35 |
| 98 | Nebius AI Cloud | Neocloud | 25 | 0 | 49 | 0% | — | — | 66 | 31 | — |
| 99 | Groq | Inference | 24 | 15 | 33 | 15% | 3.6 | 3 | 90 | 4 | 5 |
| 100 | Scalekit | Auth | 23 | 1 | 45 | 1% | 8.0 | 8 | 62 | 32 | 42 |
| 101 | Zilliz Cloud | Vector Databases | 23 | 1 | 45 | 1% | 6.0 | 6 | 62 | — | 28 |
| 102 | Scrapfly | Webscraping | 22 | 0 | 43 | 0% | — | — | 81 | — | 5 |
| 103 | Naive | Unified API | 20 | 0 | 40 | 0% | — | — | 76 | 38 | 7 |
| 104 | Razorpay | Payment | 20 | 0 | 39 | 0% | — | — | 74 | — | 3 |
| 105 | Freestyle | Sandboxes | 18 | 8 | 27 | 8% | 4.0 | 4 | 27 | — | — |
| 106 | TABStack | Search | 18 | 0 | 36 | 0% | — | — | 65 | — | 7 |
| 107 | Massive | Proxy | 17 | 0 | 34 | 0% | — | — | 63 | — | 5 |
| 108 | Square | Payment | 17 | 6 | 28 | 6% | 5.9 | 4 | — | — | 28 |
| 109 | Coinbase Payments | Stablecoin | 16 | 18 | 14 | 18% | 6.0 | 5 | 26 | — | 1 |
| 110 | BlindPay | Stablecoin | 14 | 0 | 28 | 0% | — | — | 27 | — | 29 |
| 111 | CodeRabbit | Code Review | 14 | 20 | 7 | 20% | 1.0 | 1 | — | 7 | — |
| 112 | Greptile | Code Review | 14 | 20 | 7 | 20% | 2.5 | 2 | — | 7 | — |
| 113 | Semgrep | Code Review | 14 | 18 | 9 | 18% | 5.5 | 5 | — | 9 | — |
| 114 | Upsun | Cloud Hosting | 11 | 0 | 21 | 0% | — | — | 21 | — | — |
| 115 | Nylas | Email | 6 | 0 | 11 | 0% | — | — | 21 | — | 0 |
| 116 | Qodo | Code Review | 2 | 0 | 3 | 0% | — | — | — | 3 | — |
| 117 | Camunda | Durable Workflow | 1 | 0 | 2 | 0% | — | — | — | 2 | — |

## Detail Model

The rendered page includes a market-position landscape, sortable combined ranking table, and row detail modal. The modal separates discovery evidence from usability evidence so agents and humans can inspect why a tool ranked where it did.

## Frequently Asked Questions

### What is the Agent Experience Arena?

The Agent Experience Arena ranks developer tools by how well they work with AI coding agents. It combines two signals into a single score: how often agents discover a tool when solving tasks in its category, and how reliably agents can actually use the tool once they find it.

Unlike a single-task benchmark, the arena aggregates results across many prompts, coding agents, and project contexts so the ranking reflects real-world agent behavior rather than a one-off run.

### What does the discovery score measure?

The discovery score measures how often coding agents surface a tool when asked to solve tasks in its category, across many prompts, agents, and contexts. We track whether the tool appears at all (visibility) and how highly it ranks among the agent's recommendations (average and best rank).

A higher discovery score means agents reach for the tool more consistently and rank it near the top when they do.

### What does the usability score measure?

The usability score measures how reliably a coding agent can integrate and execute real workflows using a tool's API, CLI, and MCP server. We give the agent a practical integration task on each surface and evaluate whether it can complete the job end to end — finding the right docs, generating valid code, and running it successfully.

The usability score blends the tool's API, CLI, and MCP results, so tools that are easy to use across every surface score highest.

### How is the Agent Experience Score calculated?

The Agent Experience Score blends the discovery score and the usability score equally — 50% each. Being easy to find matters just as much as being easy to use, so a tool needs to do well on both to top the arena.

Scores map to letter grades: A (85+), B (72–84), C (58–71), and D below 58.

### How do the coding agent and context filters work?

You can switch the active coding agent to see how discovery and usability change from one agent to another — the same tool can rank differently depending on which agent is asking. Scores are aggregated across the project contexts we test (such as Next.js and FastAPI) so the ranking reflects a range of real integration scenarios rather than a single stack.

Canonical URL: https://usesapient.com/agent-experience-arena