Latest results
Oct 2026 vs May 2026
Biggest improvements
Points gained since the May 2026 run
- +34Stability AI
- +29Nylas
- +27Mux
- +26TABStack
- +25CopilotKit
- +25Ravion
- +24Vercel
- +24Coinbase Payments
- +24Freestyle
- +20Tenki
Current top 10 companies
Oct 2026
- 90OpenRouter
- 90Daytona
- 89Stripe
- 88Neo4j
- 86Deepgram
- 86Agentmail
- 86AssemblyAI
- 86Superserve
- 86ElevenLabs
- 85Mollie
Previous top 10 companies
May 2026
- 89Box
- 86Scrapfly
- 86Datadog
- 86ElevenLabs
- 84Fireworks AI
- 84Reducto
- 83Deepgram
- 83OpenCageData
- 83Chroma
- 83Daytona
Show companies whose evals were skipped (e.g. no API key provided)
Last updated Oct 29Last updated October 29, 2026 at 10:34 PM UTC
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| Rank | Tool | Score | Grade | Score change | Rank change | Cost | Calls | Errors | Time | Report |
|---|---|---|---|---|---|---|---|---|---|---|
🥇 | OpenRouter | 90 | A | +11 since the previous batch | Up 21 places since the previous batch | $0.1176 | 6 | 0 | 58s | |
🥇 | Daytona | 90 | A | +7 since the previous batch | Up 6 places since the previous batch | $0.1931 | 8 | 0 | 1m 15s | |
🥉 | Stripe | 89 | B | +7 since the previous batch | Up 9 places since the previous batch | $0.0762 | 6 | 2 | 36s | |
4 | Neo4j | 88 | B | +9 since the previous batch | Up 18 places since the previous batch | $0.0996 | 7 | 0 | 1m 2s | |
5, Tied with 4 others | Deepgram | 86 | B | +3 since the previous batch | Up 2 places since the previous batch | $0.1728 | 8 | 1 | 1m 0s | |
5, Tied with 4 others | Agentmail | 86 | B | +14 since the previous batch | Up 59 places since the previous batch | $0.1296 | 6 | 1 | 43s | |
5, Tied with 4 others | AssemblyAI | 86 | B | +8 since the previous batch | Up 20 places since the previous batch | $0.1788 | 9 | 1 | 1m 20s | |
5, Tied with 4 others | Superserve | 86 | B | +11 since the previous batch | Up 30 places since the previous batch | $0.1257 | 9 | 2 | 1m 29s | |
5, Tied with 4 others | ElevenLabs | 86 | B | Down 3 places since the previous batch | $0.1244 | 10 | 1 | 1m 22s | ||
10 | Mollie | 85 | B | +5 since the previous batch | Up 8 places since the previous batch | $0.1479 | 7 | 0 | 59s | |
11, Tied with 4 others | WorkOS | 84 | B | +8 since the previous batch | Up 20 places since the previous batch | $0.1885 | 14 | 4 | 1m 17s | |
11, Tied with 4 others | Chroma | 84 | B | +1 since the previous batch | Down 4 places since the previous batch | $0.1752 | 13 | 4 | 1m 48s | |
11, Tied with 4 others | Reducto | 84 | B | Down 6 places since the previous batch | $0.1793 | 13 | 1 | 1m 33s | ||
11, Tied with 4 others | E2B | 84 | B | +7 since the previous batch | Up 17 places since the previous batch | $0.1222 | 13 | 5 | 1m 15s | |
11, Tied with 4 others | Vercel | 84 | B | +24 since the previous batch | Up 99 places since the previous batch | $0.2375 | 10 | 1 | 1m 12s | |
16 | Clerk | 83 | B | +7 since the previous batch | Up 15 places since the previous batch | $0.2521 | 11 | 2 | 1m 14s | |
17, Tied with 1 other | Prefect | 82 | B | +6 since the previous batch | Up 14 places since the previous batch | $0.1687 | 10 | 2 | 1m 20s | |
17, Tied with 1 other | Browserbase | 82 | B | +6 since the previous batch | Up 14 places since the previous batch | $0.1789 | 10 | 1 | 1m 14s | |
19, Tied with 1 other | Firecrawl | 81 | B | +6 since the previous batch | Up 16 places since the previous batch | $0.4370 | 18 | 0 | 2m 51s | |
19, Tied with 1 other | Datadog | 81 | B | −5 since the previous batch | Down 17 places since the previous batch | $0.3024 | 18 | 3 | 1m 49s | |
21, Tied with 2 others | ZenRows | 80 | B | New | $0.1678 | 11 | 2 | 1m 13s | ||
21, Tied with 2 others | Box | 80 | B | −9 since the previous batch | Down 20 places since the previous batch | $0.1809 | 15 | 1 | 1m 38s | |
21, Tied with 2 others | Steel | 80 | B | +9 since the previous batch | Up 45 places since the previous batch | $0.2532 | 13 | 2 | 2m 30s | |
24, Tied with 7 others | Render | 79 | B | +4 since the previous batch | Up 11 places since the previous batch | $0.2750 | 13 | 1 | 3m 1s | |
24, Tied with 7 others | Qdrant | 79 | B | +2 since the previous batch | Up 4 places since the previous batch | $0.2976 | 19 | 1 | 2m 42s | |
24, Tied with 7 others | TinyFish | 79 | B | +6 since the previous batch | Up 27 places since the previous batch | $0.3224 | 18 | 0 | 2m 46s | |
24, Tied with 7 others | Fireworks AI | 79 | B | −5 since the previous batch | Down 19 places since the previous batch | $0.2194 | 11 | 1 | 1m 12s | |
24, Tied with 7 others | Meetstream | 79 | B | +6 since the previous batch | Up 27 places since the previous batch | $0.3131 | 12 | 1 | 1m 25s | |
24, Tied with 7 others | OpenCageData | 79 | B | −4 since the previous batch | Down 17 places since the previous batch | $0.2644 | 15 | 3 | 1m 42s | |
24, Tied with 7 others | Blaxel | 79 | B | +10 since the previous batch | Up 51 places since the previous batch | $0.3074 | 11 | 1 | 1m 51s | |
24, Tied with 7 others | Sonilo | 79 | B | −2 since the previous batch | Down 11 places since the previous batch | $0.3367 | 18 | 4 | 2m 21s | |
32, Tied with 4 others | Postman | 78 | B | +9 since the previous batch | Up 43 places since the previous batch | $0.3951 | 19 | 0 | 2m 32s | |
32, Tied with 4 others | Mesh API | 78 | B | +9 since the previous batch | Up 43 places since the previous batch | $0.2280 | 12 | 0 | 1m 57s | |
32, Tied with 4 others | Scrapfly | 78 | B | −8 since the previous batch | Down 30 places since the previous batch | $0.1597 | 10 | 1 | 1m 10s | |
32, Tied with 4 others | Modal | 78 | B | Down 7 places since the previous batch | $0.1234 | 6 | 1 | 1m 4s | ||
32, Tied with 4 others | Tenki | 78 | B | +20 since the previous batch | Up 85 places since the previous batch | $0.1762 | 8 | 1 | 1m 29s | |
37, Tied with 5 others | Cartesia | 77 | B | +11 since the previous batch | Up 54 places since the previous batch | $0.2855 | 19 | 4 | 1m 52s | |
37, Tied with 5 others | Auth0 | 77 | B | +8 since the previous batch | Up 38 places since the previous batch | $0.5098 | 27 | 4 | 2m 57s | |
37, Tied with 5 others | Groq | 77 | B | +2 since the previous batch | Down 2 places since the previous batch | $0.1672 | 7 | 0 | 1m 0s | |
37, Tied with 5 others | Pinecone | 77 | B | +6 since the previous batch | Up 29 places since the previous batch | $0.3531 | 19 | 4 | 3m 32s | |
37, Tied with 5 others | Tavily | 77 | B | +3 since the previous batch | Up 6 places since the previous batch | $0.3549 | 19 | 2 | 3m 24s | |
37, Tied with 5 others | Unstructured | 77 | B | +3 since the previous batch | Up 6 places since the previous batch | $0.3675 | 26 | 5 | 2m 47s | |
43 | Browser Use | 76 | B | +3 since the previous batch | Up 8 places since the previous batch | $0.4220 | 24 | 2 | 3m 53s | |
44, Tied with 3 others | Docusign | 75 | B | +4 since the previous batch | Up 22 places since the previous batch | $0.1954 | 11 | 2 | 1m 50s | |
44, Tied with 3 others | Telnyx | 75 | B | +1 since the previous batch | Down 1 place since the previous batch | $0.4310 | 29 | 10 | 4m 2s | |
44, Tied with 3 others | Speechify | 75 | B | −5 since the previous batch | Down 26 places since the previous batch | $0.1476 | 11 | 0 | 1m 36s | |
44, Tied with 3 others | fastCRW | 75 | B | −2 since the previous batch | Down 16 places since the previous batch | $0.5136 | 27 | 4 | 4m 13s | |
48, Tied with 10 others | Zernio | 74 | C | New | $0.4741 | 17 | 6 | 2m 42s | ||
48, Tied with 10 others | Fly.io | 74 | C | New | $0.6024 | 29 | 2 | 8m 31s | ||
48, Tied with 10 others | Tavus | 74 | C | +14 since the previous batch | Up 62 places since the previous batch | $0.2530 | 14 | 1 | 4m 18s | |
48, Tied with 10 others | Descope | 74 | C | +1 since the previous batch | Up 3 places since the previous batch | $0.3145 | 16 | 3 | 2m 1s | |
48, Tied with 10 others | Scalekit | 74 | C | +1 since the previous batch | Up 3 places since the previous batch | $0.9843 | 38 | 8 | 4m 10s | |
48, Tied with 10 others | Dropbox | 74 | C | +4 since the previous batch | Up 22 places since the previous batch | $0.2467 | 11 | 4 | 1m 47s | |
48, Tied with 10 others | Twilio | 74 | C | +1 since the previous batch | Up 3 places since the previous batch | $0.7006 | 25 | 5 | 5m 24s | |
48, Tied with 10 others | Diffbot | 74 | C | +8 since the previous batch | Up 43 places since the previous batch | $0.2100 | 11 | 2 | 1m 59s | |
48, Tied with 10 others | Exa | 74 | C | +4 since the previous batch | Up 22 places since the previous batch | $0.2973 | 15 | 1 | 1m 58s | |
48, Tied with 10 others | Extend.ai | 74 | C | +1 since the previous batch | Up 3 places since the previous batch | $0.3794 | 17 | 1 | 2m 18s | |
48, Tied with 10 others | Anchor Browser | 74 | C | −9 since the previous batch | Down 41 places since the previous batch | $0.3496 | 25 | 5 | 2m 47s | |
59, Tied with 1 other | You.com | 73 | C | Down 8 places since the previous batch | $0.2877 | 19 | 0 | 2m 10s | ||
59, Tied with 1 other | Memgraph | 73 | C | +3 since the previous batch | Up 11 places since the previous batch | $0.1662 | 9 | 1 | 1m 8s | |
61, Tied with 5 others | LanceDB | 72 | C | −3 since the previous batch | Down 26 places since the previous batch | $0.4443 | 16 | 2 | 4m 32s | |
61, Tied with 5 others | Razorpay | 72 | C | −1 since the previous batch | Down 10 places since the previous batch | $0.3202 | 22 | 6 | 3m 3s | |
61, Tied with 5 others | Resend | 72 | C | −3 since the previous batch | Down 26 places since the previous batch | $0.5267 | 22 | 5 | 3m 37s | |
61, Tied with 5 others | Resemble AI | 72 | C | −7 since the previous batch | Down 39 places since the previous batch | $0.1767 | 17 | 1 | 2m 49s | |
61, Tied with 5 others | Zep | 72 | C | +3 since the previous batch | Up 14 places since the previous batch | $0.5222 | 20 | 2 | 4m 15s | |
61, Tied with 5 others | Mem0 | 72 | C | +3 since the previous batch | Up 14 places since the previous batch | $0.8911 | 45 | 9 | 14m 3s | |
67, Tied with 7 others | Jina AI | 71 | C | −7 since the previous batch | Down 42 places since the previous batch | $0.4145 | 21 | 0 | 4m 35s | |
67, Tied with 7 others | PayPal | 71 | C | +2 since the previous batch | Up 8 places since the previous batch | $0.4821 | 26 | 3 | 4m 2s | |
67, Tied with 7 others | Rime | 71 | C | −9 since the previous batch | Down 49 places since the previous batch | $0.1634 | 12 | 2 | 1m 9s | |
67, Tied with 7 others | HeyGen | 71 | C | +11 since the previous batch | Up 43 places since the previous batch | $0.6298 | 38 | 7 | 4m 34s | |
67, Tied with 7 others | Apideck | 71 | C | −4 since the previous batch | Down 32 places since the previous batch | $0.5110 | 29 | 5 | 4m 2s | |
67, Tied with 7 others | LlamaParse | 71 | C | −3 since the previous batch | Down 24 places since the previous batch | $0.5307 | 29 | 8 | 3m 48s | |
67, Tied with 7 others | Mux | 71 | C | +27 since the previous batch | Up 61 places since the previous batch | $0.4651 | 27 | 4 | 3m 44s | |
67, Tied with 7 others | Google DeepMind | 71 | C | +10 since the previous batch | Up 39 places since the previous batch | $0.3440 | 12 | 2 | 2m 6s | |
75, Tied with 4 others | Merge | 70 | C | −4 since the previous batch | Down 32 places since the previous batch | $0.4269 | 25 | 1 | 6m 14s | |
75, Tied with 4 others | TABStack | 70 | C | +26 since the previous batch | Up 53 places since the previous batch | $0.7577 | 24 | 1 | 6m 20s | |
75, Tied with 4 others | Sprites (Fly.io) | 70 | C | $0.8192 | 40 | 5 | 4m 46s | |||
75, Tied with 4 others | Twelve Labs | 70 | C | +2 since the previous batch | Up 14 places since the previous batch | $0.2571 | 19 | 2 | 2m 38s | |
75, Tied with 4 others | AIsa | 70 | C | +1 since the previous batch | $0.3265 | 18 | 2 | 2m 30s | ||
80, Tied with 4 others | Kosuke | 69 | C | New | $0.4567 | 24 | 0 | 6m 22s | ||
80, Tied with 4 others | Rev AI | 69 | C | −4 since the previous batch | Down 29 places since the previous batch | $0.1308 | 8 | 1 | 3m 14s | |
80, Tied with 4 others | PandaDoc | 69 | C | −5 since the previous batch | Down 37 places since the previous batch | $0.9117 | 33 | 4 | 6m 10s | |
80, Tied with 4 others | Nylas | 69 | C | +29 since the previous batch | Up 55 places since the previous batch | $0.7979 | 34 | 9 | 6m 50s | |
80, Tied with 4 others | Replicate | 69 | C | −5 since the previous batch | Down 37 places since the previous batch | $0.5022 | 27 | 8 | 5m 36s | |
85, Tied with 4 others | BoldSign | 68 | C | +2 since the previous batch | Up 6 places since the previous batch | $0.3709 | 27 | 3 | 2m 51s | |
85, Tied with 4 others | Agora | 68 | C | −1 since the previous batch | Down 10 places since the previous batch | $1.0446 | 54 | 8 | 6m 16s | |
85, Tied with 4 others | Restate | 68 | C | −5 since the previous batch | Down 34 places since the previous batch | $1.1678 | 51 | 9 | 7m 31s | |
85, Tied with 4 others | Chargebee | 68 | C | −1 since the previous batch | Down 10 places since the previous batch | $1.0861 | 58 | 11 | 5m 45s | |
85, Tied with 4 others | Coinbase Payments | 68 | C | +24 since the previous batch | Up 43 places since the previous batch | $1.2164 | 61 | 14 | 9m 3s | |
90, Tied with 6 others | Azion | 67 | C | New | $5.1466 | 160 | 5 | 51m 51s | ||
90, Tied with 6 others | Circle | 67 | C | −2 since the previous batch | Down 15 places since the previous batch | $1.5889 | 73 | 15 | 11m 39s | |
90, Tied with 6 others | Vapi | 67 | C | −5 since the previous batch | Down 26 places since the previous batch | $1.0258 | 49 | 4 | 14m 13s | |
90, Tied with 6 others | Nimble | 67 | C | −2 since the previous batch | Down 15 places since the previous batch | $1.1171 | 56 | 8 | 24m 25s | |
90, Tied with 6 others | HitPay | 67 | C | +3 since the previous batch | Up 7 places since the previous batch | $0.4700 | 21 | 1 | 3m 26s | |
90, Tied with 6 others | Cognee | 67 | C | −1 since the previous batch | Down 1 place since the previous batch | $1.6022 | 66 | 11 | 15m 56s | |
90, Tied with 6 others | Merge Gateway | 67 | C | +5 since the previous batch | Up 13 places since the previous batch | $0.3961 | 27 | 3 | 3m 4s | |
97 | Prelude | 66 | C | +1 since the previous batch | Down 2 places since the previous batch | $0.2245 | 13 | 3 | 1m 54s | |
98, Tied with 1 other | Railway | 65 | C | +1 since the previous batch | Down 1 place since the previous batch | $0.9071 | 54 | 4 | 6m 13s | |
98, Tied with 1 other | Dust | 65 | C | −8 since the previous batch | Down 47 places since the previous batch | $0.6904 | 30 | 3 | 5m 12s | |
100, Tied with 8 others | Zilliz Cloud | 64 | C | −5 since the previous batch | Down 25 places since the previous batch | $0.8398 | 47 | 11 | 7m 36s | |
100, Tied with 8 others | LiveKit | 64 | C | −17 since the previous batch | Down 87 places since the previous batch | $0.6281 | 40 | 4 | 13m 12s | |
100, Tied with 8 others | Freestyle | 64 | C | +24 since the previous batch | Up 35 places since the previous batch | $1.1996 | 56 | 8 | 7m 51s | |
100, Tied with 8 others | Meeting BaaS | 64 | C | +1 since the previous batch | Up 1 place since the previous batch | $0.5126 | 24 | 9 | 2m 53s | |
100, Tied with 8 others | Sensible | 64 | C | +4 since the previous batch | Up 10 places since the previous batch | $0.4741 | 15 | 0 | 3m 58s | |
100, Tied with 8 others | Cloudflare | 64 | C | −5 since the previous batch | Down 25 places since the previous batch | $0.7800 | 39 | 6 | 7m 27s | |
100, Tied with 8 others | Zoom AI Services | 64 | C | +5 since the previous batch | Up 14 places since the previous batch | $1.0372 | 42 | 10 | 5m 48s | |
100, Tied with 8 others | Letta | 64 | C | Down 3 places since the previous batch | $0.8405 | 37 | 7 | 7m 4s | ||
100, Tied with 8 others | CopilotKit | 64 | C | +25 since the previous batch | Up 37 places since the previous batch | $0.3691 | 23 | 4 | 3m 3s | |
109, Tied with 4 others | Vectoree | 63 | C | New | $0.2940 | 13 | 1 | 2m 9s | ||
109, Tied with 4 others | VideoDB | 63 | C | −3 since the previous batch | Down 18 places since the previous batch | $1.6324 | 66 | 8 | 11m 0s | |
109, Tied with 4 others | Daily | 63 | C | +7 since the previous batch | Up 13 places since the previous batch | $0.4830 | 24 | 5 | 4m 34s | |
109, Tied with 4 others | Plivo | 63 | C | +7 since the previous batch | Up 13 places since the previous batch | $0.4225 | 25 | 13 | 3m 23s | |
109, Tied with 4 others | Ravion | 63 | C | +25 since the previous batch | Up 29 places since the previous batch | $1.7805 | 53 | 8 | 10m 34s | |
114 | DFNS | 62 | C | −11 since the previous batch | Down 63 places since the previous batch | $0.6667 | 37 | 3 | 4m 4s | |
115, Tied with 1 other | MeetGeek | 61 | C | +5 since the previous batch | Up 7 places since the previous batch | $0.3089 | 20 | 6 | 2m 23s | |
115, Tied with 1 other | BetterStack | 61 | C | Down 9 places since the previous batch | $0.7068 | 34 | 4 | 4m 38s | ||
117, Tied with 1 other | Surge | 60 | C | −3 since the previous batch | Down 16 places since the previous batch | $0.4215 | 23 | 4 | 2m 42s | |
117, Tied with 1 other | FalkorDB | 60 | C | −2 since the previous batch | Down 14 places since the previous batch | $0.3023 | 19 | 2 | 4m 10s | |
119, Tied with 3 others | Infobip | 59 | C | +1 since the previous batch | Down 2 places since the previous batch | $0.4119 | 32 | 3 | 2m 40s | |
119, Tied with 3 others | Workato | 59 | C | New | $1.6071 | 64 | 5 | 11m 42s | ||
119, Tied with 3 others | Stytch | 59 | C | +3 since the previous batch | Up 3 places since the previous batch | $1.1280 | 59 | 10 | 6m 44s | |
119, Tied with 3 others | Recall.ai | 59 | C | +2 since the previous batch | $0.3441 | 12 | 2 | 2m 6s | ||
123 | Stability AI | 58 | C | +34 since the previous batch | Up 17 places since the previous batch | $0.1975 | 16 | 0 | 2m 16s | |
124 | Apollo | 52 | D | +9 since the previous batch | Up 9 places since the previous batch | $0.4487 | 16 | 3 | 2m 43s | |
125 | LemonSqueezy | 47 | D | −10 since the previous batch | Down 6 places since the previous batch | $0.7086 | 33 | 10 | 6m 5s | |
126, Tied with 1 other | BlindPay | 44 | D | Up 2 places since the previous batch | $1.4168 | 62 | 15 | 9m 1s | ||
126, Tied with 1 other | Upsun | 44 | D | Up 2 places since the previous batch | $1.0657 | 47 | 3 | 7m 43s | ||
128 | NationGraph | 22 | D | −6 since the previous batch | Up 11 places since the previous batch | $1.0043 | 42 | 6 | 8m 44s | |
| — | Naive API key requires a paid plan | — | — | — | — | — | — | |||
| — | Temporal Unable to obtain an API key | — | — | — | — | — | — | |||
| — | Massive Unable to obtain an API key | — | — | — | — | — | — | |||
| — | ElevenLabs Music API key requires a paid plan | — | — | — | — | — | — | |||
| — | Cerebras API key requires a paid plan | — | — | — | — | — | — | |||
| — | SambaNova API key requires a paid plan | — | — | — | — | — | — | |||
| — | Paddle Unable to obtain an API key | — | — | — | — | — | — | |||
| — | Pioneer AI API key requires a paid plan | — | — | — | — | — | — | |||
| — | GovSpend Unable to obtain an API key | — | — | — | — | — | — | |||
| — | Pursuit Unable to obtain an API key | — | — | — | — | — | — | |||
| — | TigerGraph Unable to obtain an API key | — | — | — | — | — | — | |||
| — | Shopware Open-source / self-hosted — no hosted API key available | — | — | — | — | — | — | |||
| — | Oodle Could not obtain API key | — | — | — | — | — | — | |||
| — | LMNT Unable to obtain an API key | — | — | — | — | — | — | |||
| — | CocoIndex Open-source / self-hosted — no hosted API key available | — | — | — | — | — | — | |||
| — | Gumloop API key requires a paid plan | — | — | — | — | — | — | |||
| — | Relevance AI API key requires a paid plan | — | — | — | — | — | — | |||
| — | Nebius Token Factory API key requires a paid plan | — | — | — | — | — | — | |||
| — | Nebius AI Cloud API key requires a paid plan | — | — | — | — | — | — | |||
| — | Hookdeck Could not obtain API key | — | — | — | — | — | — | |||
| — | Mubert API key requires a paid plan | — | — | — | — | — | — | |||
| — | Visa API key requires official certification or company verification | — | — | — | — | — | — | |||
| — | Entrig Could not obtain API key | — | — | — | — | — | — | |||
| — | Packrift Could not obtain API key | — | — | — | — | — | — | |||
| — | Google Lyria API key requires a paid plan | — | — | — | — | — | — | |||
| — | Kite Unable to obtain an API key | — | — | — | — | — | — | |||
| — | Allo Unable to obtain an API key | — | — | — | — | — | — | |||
| — | RampRadar API key requires official certification or company verification | — | — | — | — | — | — | |||
| — | Loudly Could not obtain API key | — | — | — | — | — | — | |||
| — | Bargo Could not obtain API key | — | — | — | — | — | — | |||
| — | Unclone API key requires a paid plan | — | — | — | — | — | — | |||
| — | Pipecat Open-source / self-hosted — no hosted API key available | — | — | — | — | — | — | |||
| — | Cloudflare Workers Could not obtain API key | — | — | — | — | — | — | |||
| — | Netlify Could not obtain API key | — | — | — | — | — | — | |||
| — | Ash Could not obtain API key | — | — | — | — | — | — | |||
| — | Camunda Could not obtain API key | — | — | — | — | — | — | |||
| — | Weaviate Could not obtain API key | — | — | — | — | — | — | |||
| — | Netflix Conductor Open-source / self-hosted — no hosted API key available | — | — | — | — | — | — | |||
| — | Bandwidth Could not obtain API key | — | — | — | — | — | — | |||
| — | DigitalOcean Signup requires a credit card | — | — | — | — | — | — | |||
| — | Fireblocks Could not obtain API key | — | — | — | — | — | — | |||
| — | TogetherAI API key requires a paid plan | — | — | — | — | — | — | |||
| — | Convex Could not obtain API key | — | — | — | — | — | — | |||
| — | Vonage Could not obtain API key | — | — | — | — | — | — | |||
| — | Speechmatics API key requires a paid plan | — | — | — | — | — | — | |||
| — | Akka Could not obtain API key | — | — | — | — | — | — | |||
| — | DeepInfra API key requires a paid plan | — | — | — | — | — | — | |||
| — | Perplexity API key requires a paid plan | — | — | — | — | — | — | |||
| — | Adyen API key requires official certification or company verification | — | — | — | — | — | — | |||
| — | OpenAI Whisper API key requires a paid plan | — | — | — | — | — | — | |||
| — | Square Could not obtain API key | — | — | — | — | — | — | |||
| — |  AWS Step Functions Could not obtain API key | — | — | — | — | — | — | |||
| — | Brave Search API key requires a paid plan | — | — | — | — | — | — | |||
| — | Sinch Could not obtain API key | — | — | — | — | — | — | |||
| — | 100ms API key requires a paid plan | — | — | — | — | — | — | |||
| — | Macroscope Could not obtain API key | — | — | — | — | — | — | |||
| — | Strapi Could not obtain API key | — | — | — | — | — | — | |||
| — | Cadence Open-source / self-hosted — no hosted API key available | — | — | — | — | — | — | |||
| — | Airwallex API key requires official certification or company verification | — | — | — | — | — | — | |||
| — | Bolna Could not obtain API key | — | — | — | — | — | — | |||
| — | Roster No API key configured for this company | — | — | — | — | — | — | |||
| — | Triple-A Could not obtain API key | — | — | — | — | — | — | |||
| — |  CueMeet Open-source / self-hosted — no hosted API key available | — | — | — | — | — | — |
Scores calculated from evaluations by AI coding agents across multiple benchmarks.
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