Agent Experience Arena

Benchmarking developer tools evaluated by across auth, inference, voice, and more.

Search a tool (e.g. Stripe, Chroma)

Last updated Sep 13Last updated September 13, 2026 at 4:26 AM UTC

Lightsage

Rank	Tool	Experience	Grade	Discovery	Usability
1🥇	ElevenLabs	87	A	94	80	View report
2🥈	Stripe	84	B	87	80	View report
3🥉	Browserbase	83	B	94	71	View report
4	Browser Use	78	B	90	66	View report
5	Pinecone	73	B	74	71	View report
5	Twilio	73	B	92	53	View report
7	Resend	72	B	77	66	View report
8	Circle	68	C	74	62	View report
9	Temporal	67	C	54	79	View report
10	Clerk	66	C	58	74	View report
11	LiveKit	65	C	70	60	View report
11	Vonage	65	C	68	62	View report
13	Merge	64	C	58	69	View report
14	Deepgram	63	C	76	49	View report
15	Qdrant	62	C	73	51	View report
16	Modal	61	C	47	74	View report
17	Daytona	60	C	61	59	View report
17	E2B	60	C	63	56	View report
19	Recall.ai	59	C	75	43	View report
20	Datadog	58	C	65	50	View report
21	AssemblyAI	57	D	76	38	View report
22	LemonSqueezy	56	D	35	76	View report
22	Unstructured	56	D	46	66	View report
24	Daily	55	D	46	63	View report
24	OpenCageData	55	D	21	89	View report
24	Tavily	55	D	40	70	View report
27	Exa	53	D	34	71	View report
27	Render	53	D	54	52	View report
29	WorkOS	52	D	35	68	View report
30	Apideck	51	D	35	66	View report
30	LlamaParse	51	D	32	70	View report
30	PayPal	51	D	25	76	View report
33	Firecrawl	50	D	31	68	View report
33	Rev AI	50	D	14	86	View report
35	Agora	49	D	34	63	View report
35	Plivo	49	D	50	47	View report
37	Chroma	48	D	44	51	View report
37	Speechify	48	D	0	96	View report
37	Vercel	48	D	39	56	View report
40	Jina AI	47	D	15	78	View report
41	LanceDB	46	D	11	81	View report
42	Auth0	45	D	40	49	View report
42	Sprites	45	D	1	88	View report
44	Paddle	44	D	41	46	View report
44	Railway	44	D	54	33	View report
46	LMNT	43	D	0	86	View report
46	Meetstream	43	D	4	81	View report
46	Mollie	43	D	0	85	View report
49	Pioneer AI	42	D	0	83	View report
49	Reducto	42	D	12	72	View report
49	Telnyx	42	D	43	40	View report
52	Chargebee	41	D	18	63	View report
52	Prelude	41	D	1	81	View report
52	Rime	41	D	0	81	View report
52	Sonilo	41	D	0	81	View report
56	Box	40	D	0	79	View report
56	fastCRW	40	D	0	80	View report
56	Merge Agent Handler	40	D	0	80	View report
56	You.com	40	D	5	75	View report
60	BetterStack	39	D	15	63	View report
60	Superserve	39	D	0	78	View report
60	Surge	39	D	0	78	View report
63	Anchor Browser	38	D	0	76	View report
63	Composio	38	D	0	75	View report
63	DFNS	38	D	1	75	View report
63	MeetGeek	38	D	1	75	View report
63	Mem0	38	D	13	63	View report
63	Memgraph	38	D	0	76	View report
63	Neo4j	38	D	0	76	View report
63	OpenRouter	38	D	9	67	View report
63	Postman	38	D	0	75	View report
63	Prefect	38	D	17	59	View report
63	Replicate	38	D	5	70	View report
74	Agentmail	37	D	0	73	View report
74	ElevenLabs Music	37	D	0	74	View report
74	Stytch	37	D	11	63	View report
77	Descope	36	D	0	72	View report
77	Docusign	36	D	0	71	View report
77	Restate	36	D	4	68	View report
77	Vapi	36	D	11	60	View report
77	Zep	36	D	9	62	View report
82	AIsa	35	D	0	69	View report
82	Dropbox	35	D	0	70	View report
82	Google DeepMind	35	D	0	70	View report
82	Mesh API	35	D	0	69	View report
82	Nebius Token Factory	35	D	0	70	View report
82	PandaDoc	35	D	0	70	View report
82	SambaNova	35	D	1	69	View report
82	Steel	35	D	0	70	View report
82	Tenki	35	D	0	70	View report
91	Cartesia	34	D	18	49	View report
91	Diffbot	34	D	2	65	View report
91	Extend.ai	34	D	0	68	View report
91	Google Lyria	34	D	0	67	View report
91	HitPay	34	D	0	68	View report
91	Infobip	34	D	3	65	View report
91	Meeting BaaS	34	D	34	34	View report
91	Tavus	34	D	0	68	View report
91	TinyFish	34	D	0	68	View report
91	Twelve Labs	34	D	0	67	View report
101	BoldSign	33	D	0	65	View report
101	FalkorDB	33	D	0	65	View report
101	Loudly	33	D	0	65	View report
101	Merge Gateway	33	D	0	65	View report
101	Relevance AI	33	D	0	65	View report
101	TigerGraph	33	D	0	65	View report
101	VideoDB	33	D	0	65	View report
108	Allo	32	D	0	64	View report
108	Blaxel	32	D	2	62	View report
108	Cloudflare	32	D	19	44	View report
108	Kite	32	D	0	63	View report
108	Nimble	32	D	0	64	View report
108	Sensible	32	D	1	62	View report
114	Cognee	31	D	0	61	View report
114	Dust	31	D	0	62	View report
114	Gumloop	31	D	0	62	View report
114	HeyGen	31	D	0	62	View report
114	Letta	31	D	0	61	View report
114	Netlify	31	D	44	17	View report
114	Pursuit	31	D	0	62	View report
114	Weaviate	31	D	60	2	View report
114	Zoom AI Services	31	D	0	61	View report
123	Resemble AI	30	D	1	58	View report
124	Fireworks AI	29	D	11	46	View report
125	Convex	28	D	51	5	View report
126	Zilliz Cloud	27	D	9	45	View report
127	Groq	26	D	18	33	View report
128	Apollo	25	D	17	32	View report
128	Cerebras	25	D	3	47	View report
128	Nebius AI Cloud	25	D	0	49	View report
131	Scalekit	24	D	2	45	View report
132	Scrapfly	22	D	0	43	View report
133	CodeRabbit	20	D	33	7	View report
133	Massive	20	D	5	34	View report
133	Naive	20	D	0	40	View report
133	Razorpay	20	D	0	39	View report
137	Mubert	18	D	0	35	View report
138	Square	16	D	3	28	View report
139	NationGraph	15	D	0	29	View report
140	BlindPay	14	D	0	28	View report
140	Freestyle	14	D	1	27	View report
140	GovSpend	14	D	0	28	View report
140	Mux	14	D	0	27	View report
144	CopilotKit	13	D	0	26	View report
144	Ravion	13	D	0	25	View report
144	Semgrep	13	D	16	9	View report
147	Arcade	12	D	0	23	View report
147	Fireblocks	12	D	21	2	View report
147	Stability AI	12	D	0	23	View report
150	Coinbase Payments	11	D	7	14	View report
150	Upsun	11	D	1	21	View report
152	TABStack	8	D	0	16	View report
153	Greptile	7	D	7	7	View report
153	Qodo	7	D	11	3	View report
155	Nylas	6	D	0	12	View report
156	Camunda	3	D	3	2	View report

Scores calculated from evaluations by AI coding agents across multiple benchmarks.

Agent Experience Arena

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