LLM API Providers Leaderboard - Comparison of over 100 LLM endpoints

Comparison and ranking of API provider performance for over 100 AI LLM Model endpoints across performance key metrics including price, output speed, latency, context window & others. For more details including relating to our methodology, see our FAQs.

API providers compared: OpenAI, Playground AI, Microsoft Azure, Ideogram, Mistral, Hyperbolic, Amazon Bedrock, DeepSeek, Groq, Together.ai, FriendliAI, Anthropic, Black Forest Labs, Perplexity, Google, Lambda Labs, Fireworks, Leonardo.Ai, Cerebras, Recraft AI, Cohere, Upstage, Simplismart, Speechmatics, Deepinfra, Fish Audio, Replicate, , Genmo, Nebius, Adobe, MiniMax, CentML, Runpod, StepFun, Zyphra, Murf AI, Rev AI, Speechify, fal.ai, AssemblyAI, Rime, kluster.ai, Prodia, Hume AI, Reka AI, Deepgram, Gladia, Stability.ai, Baseten, Midjourney, Reve, Databricks, Snowflake, ElevenLabs, Vivago AI, IBM, SambaNova, Dreamina, Parasail, xAI, Cartesia, LMNT, PlayAI, 01.AI, Alibaba Cloud, Novita, AI21 Labs, and WaveSpeed.

	Features	Model Intelligence	Price	Output tokens/s	Latency	End-to-End Response Time
								Further Analysis
o4-mini (high)	200k	70	$1.93	147.6	39.12	42.51	N/A
o4-mini (high)	200k	70	$1.93	113.0	46.11	50.53	N/A
Gemini 2.5 Pro	1m	69	$3.44	153.5	32.50	35.76	N/A
o3	128k	67	$17.50	212.1	12.46	14.82	N/A
o3	128k	67	$17.50	87.9	34.77	40.45	N/A
Grok 3 mini Reasoning (high)	131k	67	$0.35	50.5	0.31	49.81	39.60
Grok 3 mini Reasoning (high) Fast	131k	67	$1.45	149.2	0.38	17.13	13.41
o3-mini (high)	200k	66	$1.93	173.2	41.91	44.79	N/A
o3-mini (high)	200k	66	$1.93	199.2	46.27	48.78	N/A
Gemini 2.5 Flash (May '25) (Reasoning) (AI_Studio)	1m	65	$0.99	359.7	15.13	16.52	N/A
Gemini 2.5 Flash (May '25) (Reasoning) (Vertex)	1m	65	$0.99	321.1	16.11	17.67	N/A
o3-mini	200k	63	$1.93	152.8	15.12	18.39	N/A
o3-mini	200k	63	$1.93	186.7	13.17	15.85	N/A
Qwen3 235B (Reasoning) (FP8)	41k	62	$0.35	64.3	0.45	39.32	31.09
Qwen3 235B (Reasoning) Base	33k	62	$0.30	25.9	0.58	96.98	77.12
Qwen3 235B (Reasoning)	128k	62	$0.10	93.2	0.50	27.32	21.46
Qwen3 235B (Reasoning) (FP8)	41k	62	$0.30	27.2	0.60	92.47	73.50
Qwen3 235B (Reasoning) (FP8)	128k	62	$0.35	28.0	0.83	89.97	71.31
Qwen3 235B (Reasoning) (FP8)	41k	62	$0.30	28.0	0.39	89.63	71.40
Qwen3 235B (Reasoning) (FP8)	41k	62	$0.61	36.9	0.87	68.56	54.15
Qwen3 235B (Reasoning)	131k	62	$2.63	58.4	1.20	44.00	34.24
o1	200k	62	$26.25	130.8	20.22	24.04	N/A
o1	200k	62	$26.25	107.5	26.75	31.40	N/A
Llama 3.1 Nemotron Ultra 253B Reasoning Base	131k	61	$0.90	42.2	0.64	59.92	47.42
Gemini 2.5 Flash (April '25) (Reasoning) (AI_Studio)	1m	60	$0.99	400.0	7.60	8.85	N/A
DeepSeek R1	164k	60	$0.95	39.5	0.36	72.44	59.42
DeepSeek R1	64k	60	$0.96	24.8	4.03	118.76	94.58
DeepSeek R1	128k	60	$2.00	221.3	0.85	13.72	10.60
DeepSeek R1 Base	128k	60	$1.20	29.1	0.66	98.39	80.57
DeepSeek R1 Fast	128k	60	$3.00	82.3	0.69	35.29	28.53
DeepSeek R1	128k	60	$2.99	76.0	0.49	37.98	30.90
DeepSeek R1	128k	60	$2.36	74.9	0.51	38.54	31.35
DeepSeek R1 (Fast)	164k	60	$4.25	240.5	0.37	12.21	9.76
DeepSeek R1 (Turbo, FP4)	33k	60	$1.50	185.1	0.22	15.60	12.68
DeepSeek R1	64k	60	$0.92	61.9	0.34	46.30	37.89
DeepSeek R1	128k	60	$4.00	90.5	0.48	31.95	25.95
DeepSeek R1 Turbo	64k	60	$1.15	31.1	0.89	92.43	75.47
DeepSeek R1	64k	60	$4.00	30.2	1.02	95.34	77.76
DeepSeek R1	16k	60	$5.50	199.3	1.97	16.25	11.78
DeepSeek R1	128k	60	$4.00	103.8	0.73	28.16	22.61
DeepSeek R1	128k	60	$7.00	34.5	0.72	83.17	67.96
Qwen3 32B (Reasoning) (FP8)	41k	59	$0.20	53.7	0.45	47.03	37.26
Qwen3 32B (Reasoning)	41k	59	$0.50	2,502.3	0.26	1.26	0.80
Qwen3 32B (Reasoning) Base	33k	59	$0.15	45.8	0.59	55.15	43.65
Qwen3 32B (Reasoning) (FP8)	41k	59	$0.15	47.5	0.41	53.03	42.09
Qwen3 32B (Reasoning) (FP8)	128k	59	$0.19	35.1	0.94	72.17	56.99
Qwen3 32B (Reasoning)	8k	59	$0.50	332.9	0.42	7.93	6.01
Qwen3 32B (Reasoning)	131k	59	$2.63	63.7	1.18	40.40	31.38
QwQ-32B	131k	58	$0.20	124.4	1.06	25.09	20.02
QwQ-32B Base	131k	58	$0.23	44.5	0.81	67.99	55.95
QwQ-32B	131k	58	$0.65	82.1	0.34	36.75	30.32
QwQ-32B	131k	58	$0.90	180.8	0.45	17.00	13.78
QwQ-32B	131k	58	$0.16	54.2	0.24	55.44	45.97
QwQ-32B	33k	58	$0.18	37.1	0.67	81.22	67.09
QwQ-32B	131k	58	$0.32	404.2	0.26	7.66	6.16
QwQ-32B	16k	58	$0.63	398.8	0.41	7.91	6.25
QwQ-32B	131k	58	$1.20	98.0	0.43	30.95	25.41
Claude 4 Opus	200k	58	$30.00	17.5	2.60	31.15	N/A
Claude 4 Opus	200k	58	$30.00	56.6	4.53	13.35	N/A
Claude 3.7 Sonnet Thinking	200k	57	$6.00	50.4	1.40	33.27	21.94
Claude 3.7 Sonnet Thinking	200k	57	$6.00	86.5	2.45	21.00	12.77
Qwen3 14B (Reasoning) Base	33k	56	$0.12	87.5	0.56	29.13	22.86
Qwen3 14B (Reasoning) (FP8)	128k	56	$0.12	67.4	0.55	37.65	29.68
Qwen3 14B (Reasoning) (FP8)	128k	56	$0.12	56.2	53.36	97.86	35.60
Qwen3 14B (Reasoning)	131k	56	$1.31	63.4	1.08	40.49	31.53
Qwen3 30B A3B (Reasoning) (FP8)	41k	56	$0.20	157.7	0.40	16.25	12.68
Qwen3 30B A3B (Reasoning) Fast	33k	56	$0.45	131.2	0.52	19.57	15.24
Qwen3 30B A3B (Reasoning) Base	33k	56	$0.15	125.8	0.52	20.39	15.89
Qwen3 30B A3B (Reasoning)	131k	56	$0.90	162.7	0.60	15.97	12.29
Qwen3 30B A3B (Reasoning) (FP8)	41k	56	$0.15	109.5	0.20	23.02	18.26
Qwen3 30B A3B (Reasoning) (FP8)	128k	56	$0.19	180.2	0.62	14.50	11.10
Qwen3 30B A3B (Reasoning)	131k	56	$0.75	92.5	1.05	28.08	21.62
o1-mini	128k	54	$1.93	242.3	8.22	10.28	N/A
o1-mini	128k	54	$1.93	258.2	8.64	10.58	N/A
Gemini 2.5 Flash (May '25) (AI_Studio)	1m	53	$0.26	284.0	0.27	2.03	N/A
Gemini 2.5 Flash (May '25) (Vertex)	1m	53	$0.26	259.1	0.27	2.20	N/A
DeepSeek V3 (Mar' 25)	64k	53	$0.48	25.1	3.50	23.45	N/A
DeepSeek V3 (Mar' 25)	128k	53	$1.25	31.2	1.34	17.36	N/A
DeepSeek V3 (Mar' 25) Fast	128k	53	$3.00	91.9	0.65	6.08	N/A
DeepSeek V3 (Mar' 25)	128k	53	$0.75	20.3	0.65	25.23	N/A
DeepSeek V3 (Mar' 25)	164k	53	$0.80	33.6	0.47	15.33	N/A
DeepSeek V3 (Mar' 25)	128k	53	$2.00	74.2	0.53	7.27	N/A
DeepSeek V3 (Mar' 25)	160k	53	$0.90	260.5	0.41	2.33	N/A
DeepSeek V3 (Mar' 25)	164k	53	$0.45	23.8	0.42	21.46	N/A
DeepSeek V3 (Mar' 25)	128k	53	$0.57	30.9	0.83	16.98	N/A
DeepSeek V3 (Mar' 25)	8k	53	$3.38	168.8	1.82	4.78	N/A
DeepSeek V3 (Mar' 25)	128k	53	$1.25	121.5	0.52	4.63	N/A
DeepSeek V3 (Mar' 25)	164k	53	$1.25	21.6	0.78	23.92	N/A
Claude 4 Sonnet	200k	53	$6.00	54.7	1.23	10.37	N/A
Claude 4 Sonnet	200k	53	$6.00	82.1	1.39	7.48	N/A
GPT-4.1 mini	1m	53	$0.70	76.3	0.64	7.19	N/A
GPT-4.1 mini	1m	53	$0.70	186.3	0.59	3.28	N/A
GPT-4.1	1m	53	$3.50	102.8	0.55	5.41	N/A
GPT-4.1	1m	53	$3.50	209.5	0.71	3.10	N/A
DeepSeek R1 Distill Qwen 32B	128k	52	$0.14	49.4	0.22	50.82	40.48
DeepSeek R1 Distill Qwen 32B	64k	52	$0.30	20.8	1.18	121.29	96.09
Qwen3 8B (Reasoning) (FP8)	128k	51	$0.06	53.8	0.67	47.16	37.19
Qwen3 8B (Reasoning)	131k	51	$0.66	94.4	1.03	27.51	21.19
Grok 3	131k	51	$6.00	79.0	0.43	6.76	N/A
Grok 3 Fast	131k	51	$10.00	84.3	0.45	6.38	N/A
Llama 4 Maverick (FP8)	1m	51	$0.28	162.7	0.24	3.31	N/A
Llama 4 Maverick (FP8)	1m	51	$0.35	190.4	0.38	3.00	N/A
Llama 4 Maverick Vertex	524k	51	$0.55	124.4	0.32	4.34	N/A
Llama 4 Maverick (FP8)	1m	51	$0.20	129.0	0.26	4.14	N/A
Llama 4 Maverick (FP8)	128k	51	$0.61	56.1	0.33	9.24	N/A
Llama 4 Maverick	1m	51	$0.39	177.7	0.64	3.45	N/A
Llama 4 Maverick (FP8)	131k	51	$0.27	119.5	0.22	4.40	N/A
Llama 4 Maverick (FP8)	1m	51	$0.34	86.2	0.57	6.37	N/A
Llama 4 Maverick	128k	51	$0.30	593.2	0.10	0.94	N/A
Llama 4 Maverick	131k	51	$0.92	791.4	0.40	1.03	N/A
Llama 4 Maverick (FP8)	524k	51	$0.41	123.7	0.32	4.36	N/A
Llama 4 Maverick (FP8)	1m	51	$0.35	154.4	0.60	3.84	N/A
GPT-4o (March 2025)	128k	50	$7.50	175.7	0.52	3.36	N/A
Gemini 2.0 Pro Experimental (AI Studio)	2m	49	$0.00	74.4	16.69	23.40	N/A
DeepSeek R1 Distill Qwen 14B	64k	49	$0.15	45.2	0.85	56.14	44.23
DeepSeek R1 Distill Qwen 14B	128k	49	$1.60	170.1	0.35	15.05	11.76
Mistral Medium 3	128k	49	$0.80	65.6	0.49	8.11	N/A
Mistral Medium 3	128k	49	$0.80	57.5	0.80	9.50	N/A
Gemini 2.5 Flash (AI_Studio)	1m	49	$0.26	314.2	0.31	1.90	N/A
DeepSeek R1 Distill Llama 70B	128k	48	$0.30	66.7	0.26	37.76	30.00
DeepSeek R1 Distill Llama 70B	66k	48	$0.94	2,274.4	0.29	1.39	0.88
DeepSeek R1 Distill Llama 70B Base	128k	48	$0.38	59.8	0.59	42.41	33.46
DeepSeek R1 Distill Llama 70B	128k	48	$0.17	33.1	0.56	75.98	60.34
DeepSeek R1 Distill Llama 70B	32k	48	$0.80	33.5	0.53	75.13	59.68
DeepSeek R1 Distill Llama 70B	128k	48	$0.81	421.4	0.16	6.10	4.75
DeepSeek R1 Distill Llama 70B	16k	48	$0.88	303.3	1.52	9.77	6.59
DeepSeek R1 Distill Llama 70B	128k	48	$2.00	125.2	0.38	20.34	15.97
Claude 3.7 Sonnet	200k	48	$6.00	77.0	1.70	8.20	N/A
Gemini 2.0 Flash Vertex	1m	48	$0.26	239.3	0.26	2.35	N/A
Gemini 2.0 Flash (AI Studio)	1m	48	$0.17	232.9	0.32	2.47	N/A
Qwen3 4B (Reasoning) Fast	33k	47	$0.12	159.7	0.48	16.13	12.52
Qwen3 4B (Reasoning) (FP8)	128k	47	$0.00	60.5	0.63	41.93	33.03
Qwen3 4B (Reasoning)	131k	47	$0.40	100.3	0.97	25.90	19.95
Reka Flash 3	128k	47	$0.35	56.7	0.95	45.01	35.24
Qwen3 235B	131k	47	$1.23	57.8	1.19	9.83	N/A
Gemini 2.0 Flash (exp) (AI Studio)	1m	46	$0.00	240.2	0.24	2.32	N/A
DeepSeek V3 (Dec '24) (FP8)	128k	46	$0.25	29.9	1.15	17.90	N/A
DeepSeek V3 (Dec '24)	128k	46	$0.75	23.0	0.63	22.33	N/A
DeepSeek V3 (Dec '24)	128k	46	$2.00	43.4	0.56	12.09	N/A
DeepSeek V3 (Dec '24)	128k	46	$1.31	86.0	0.70	6.51	N/A
DeepSeek V3 (Dec '24)	64k	46	$0.51	31.8	0.39	16.12	N/A
DeepSeek V3 (Dec '24) Turbo	64k	46	$0.63	29.2	0.81	17.93	N/A
DeepSeek V3 (Dec '24)	64k	46	$0.89	29.5	0.88	17.83	N/A
DeepSeek V3 (Dec '24) (FP8)	128k	46	$1.25	110.7	0.59	5.11	N/A
Qwen2.5 Max	32k	45	$2.80	40.6	1.34	13.64	N/A
Gemini 1.5 Pro (Sep) (Vertex)	2m	45	$2.19	93.0	0.51	5.89	N/A
Gemini 1.5 Pro (Sep) (AI Studio)	2m	45	$2.19	94.9	0.45	5.72	N/A
Claude 3.5 Sonnet (Oct) Vertex	200k	44	$6.00	83.6	1.28	7.26	N/A
Claude 3.5 Sonnet (Oct)	200k	44	$6.00	80.5	0.74	6.95	N/A
Qwen3 32B	131k	44	$1.23	65.0	1.08	8.78	N/A
Sonar	127k	43	$1.00	117.5	1.89	6.14	N/A
Llama 4 Scout	1m	43	$0.14	121.9	0.24	4.34	N/A
Llama 4 Scout (FP8)	158k	43	$0.19	120.9	0.38	4.52	N/A
Llama 4 Scout	32k	43	$0.70	2,775.3	0.24	0.42	N/A
Llama 4 Scout Vertex	1m	43	$0.36	131.6	0.35	4.15	N/A
Llama 4 Scout	1m	43	$0.10	117.4	0.24	4.50	N/A
Llama 4 Scout	128k	43	$0.34	33.2	0.35	15.41	N/A
Llama 4 Scout	1m	43	$0.26	162.7	0.62	3.69	N/A
Llama 4 Scout	131k	43	$0.14	43.0	0.49	12.10	N/A
Llama 4 Scout	131k	43	$0.20	58.3	0.80	9.37	N/A
Llama 4 Scout	131k	43	$0.17	619.4	0.18	0.98	N/A
Llama 4 Scout	8k	43	$0.47	791.0	1.69	2.32	N/A
Llama 4 Scout	328k	43	$0.28	122.7	0.19	4.26	N/A
Llama 4 Scout	128k	43	$0.71	99.4	0.67	5.70	N/A
Sonar Pro	200k	43	$6.00	82.4	2.59	8.66	N/A
QwQ 32B-Preview	33k	43	$0.14	49.5	0.25	50.79	40.43
QwQ 32B-Preview	33k	43	$1.20	98.2	0.43	25.89	20.37
Qwen3 30B A3B	131k	43	$0.35	92.2	1.01	6.43	N/A
GPT-4o (Nov '24)	128k	41	$4.38	144.1	0.52	3.99	N/A
GPT-4o (Nov '24)	128k	41	$4.38	134.1	1.20	4.93	N/A
Gemini 2.0 Flash-Lite (Feb '25) (AI Studio)	1m	41	$0.13	206.1	0.26	2.68	N/A
Llama 3.3 70B (FP8)	128k	41	$0.17	57.3	0.29	9.02	N/A
Llama 3.3 70B	131k	41	$1.20	451.7	0.42	1.52	N/A
Llama 3.3 70B (FP8)	131k	41	$0.28	115.6	0.44	4.76	N/A
Llama 3.3 70B	33k	41	$0.94	2,594.4	0.24	0.43	N/A
Llama 3.3 70B	128k	41	$0.40	30.0	1.17	17.86	N/A
Llama 3.3 70B Fast	128k	41	$0.38	141.6	0.53	4.06	N/A
Llama 3.3 70B Base	128k	41	$0.20	40.2	0.62	13.05	N/A
Llama 3.3 70B Vertex	128k	41	$0.72	72.5	0.28	7.18	N/A
Llama 3.3 70B	128k	41	$0.35	146.6	0.37	3.78	N/A
Llama 3.3 70B	128k	41	$0.71	58.7	0.43	8.96	N/A
Llama 3.3 70B	128k	41	$0.90	174.6	2.24	5.10	N/A
Llama 3.3 70B (Turbo, FP8)	128k	41	$0.12	31.5	0.24	16.14	N/A
Llama 3.3 70B	128k	41	$0.27	22.6	0.62	22.71	N/A
Llama 3.3 70B	128k	41	$0.60	194.4	0.39	2.97	N/A
Llama 3.3 70B	128k	41	$0.20	93.8	0.69	6.02	N/A
Llama 3.3 70B	128k	41	$0.64	441.9	0.22	1.35	N/A
Llama 3.3 70B	128k	41	$0.75	454.7	0.32	1.42	N/A
Llama 3.3 70B Turbo	128k	41	$0.88	146.5	0.36	3.77	N/A
Llama 3.3 70B	128k	41	$0.70	29.8	0.36	17.15	N/A
GPT-4.1 nano	1m	41	$0.17	152.8	0.33	3.60	N/A
GPT-4.1 nano	1m	41	$0.17	245.7	0.56	2.60	N/A
Qwen3 14B	131k	41	$0.61	63.9	1.06	8.88	N/A
GPT-4o (May '24)	128k	41	$7.50	114.7	0.58	4.94	N/A
GPT-4o (May '24)	128k	41	$7.50	141.4	0.66	4.20	N/A
Llama 3.1 405B (FP8)	128k	40	$0.80	32.8	0.32	15.57	N/A
Llama 3.1 405B	131k	40	$7.00	179.1	1.63	4.42	N/A
Llama 3.1 405B	128k	40	$4.00	95.1	1.14	6.40	N/A
Llama 3.1 405B Base	128k	40	$1.50	32.4	0.68	16.13	N/A
Llama 3.1 405B Vertex	128k	40	$7.75	28.9	0.42	17.71	N/A
Llama 3.1 405B	128k	40	$8.00	31.5	0.47	16.35	N/A
Llama 3.1 405B	128k	40	$3.00	38.9	0.88	13.75	N/A
Llama 3.1 405B	33k	40	$0.80	24.8	0.71	20.84	N/A
Llama 3.1 405B	16k	40	$6.25	179.7	1.61	4.40	N/A
Llama 3.1 405B	128k	40	$7.50	38.6	0.74	13.71	N/A
Llama 3.1 405B Turbo	128k	40	$3.50	100.2	0.49	5.48	N/A
Qwen2.5 72B	131k	40	$0.40	29.4	1.25	18.23	N/A
Qwen2.5 72B	131k	40	$0.20	31.6	0.67	16.50	N/A
Qwen2.5 72B Fast	131k	40	$0.38	68.3	0.56	7.88	N/A
Qwen2.5 72B	131k	40	$0.90	72.0	0.46	7.40	N/A
Qwen2.5 72B	33k	40	$0.19	34.3	0.60	15.19	N/A
Qwen2.5 72B Turbo	131k	40	$1.20	121.2	0.40	4.53	N/A
Qwen2.5 72B	131k	40	$0.00	58.0	1.23	9.85	N/A
MiniMax-Text-01	1m	40	$0.42	31.7	0.91	16.70	N/A
Phi-4	16k	40	$0.15	117.4	0.50	4.76	N/A
Phi-4	16k	40	$0.22	40.9	0.45	12.68	N/A
Phi-4	16k	40	$0.09	40.1	0.24	12.72	N/A
Command A	256k	40	$4.38	89.8	0.22	5.79	N/A
Gemini 1.5 Flash (Sep) (Vertex)	1m	39	$0.13	185.3	0.19	2.89	N/A
Gemini 1.5 Flash (Sep) (AI Studio)	1m	39	$0.13	191.5	0.29	2.90	N/A
Mistral Large 2 (Nov '24)	128k	38	$3.00	61.2	0.45	8.61	N/A
Mistral Large 2 (Nov '24)	128k	38	$3.00	31.7	0.53	16.31	N/A
Qwen3 1.7B (Reasoning) (FP8)	32k	38	$0.00	48.0	0.65	52.76	41.68
Qwen3 1.7B (Reasoning)	33k	38	$0.40	130.1	0.95	20.17	15.37
Gemma 3 27B	131k	38	$0.29	88.2	0.40	6.06	N/A
Gemma 3 27B (AI_Studio)	128k	38	$0.00	52.2	0.58	10.15	N/A
Gemma 3 27B	128k	38	$0.13	36.0	0.51	14.40	N/A
Grok Beta	128k	38	$7.50	67.6	0.31	7.71	N/A
Pixtral Large	128k	37	$3.00	66.6	0.39	7.90	N/A
Qwen2.5 Instruct 32B Fast	128k	37	$0.20	88.2	0.52	6.19	N/A
Qwen2.5 Instruct 32B Base	128k	37	$0.10	58.1	0.57	9.17	N/A
Llama 3.1 Nemotron 70B (FP8)	128k	37	$0.17	49.6	0.22	10.31	N/A
Llama 3.1 Nemotron 70B Base	128k	37	$0.20	39.3	0.64	13.37	N/A
Llama 3.1 Nemotron 70B Fast	128k	37	$0.38	74.3	0.53	7.26	N/A
Llama 3.1 Nemotron 70B	128k	37	$0.17	32.8	0.28	15.50	N/A
Nova Pro	300k	37	$1.40	167.0	0.36	3.35	N/A
Qwen3 8B	131k	37	$0.31	95.2	1.06	6.32	N/A
Mistral Large 2 (Jul '24)	128k	37	$3.00	39.9	0.43	12.96	N/A
Qwen2.5 Coder 32B	33k	36	$0.09	43.4	0.31	11.82	N/A
Qwen2.5 Coder 32B	131k	36	$0.20	56.4	1.06	9.92	N/A
Qwen2.5 Coder 32B	33k	36	$0.08	50.1	0.24	10.22	N/A
Qwen2.5 Coder 32B	131k	36	$0.80	79.6	0.44	6.72	N/A
GPT-4o mini	128k	36	$0.26	72.9	0.47	7.32	N/A
GPT-4o mini	128k	36	$0.26	184.5	0.81	3.52	N/A
Llama 3.1 70B (FP8)	128k	35	$0.17	50.0	0.22	10.22	N/A
Llama 3.1 70B	128k	35	$0.40	134.3	0.95	4.67	N/A
Llama 3.1 70B Base	128k	35	$0.20	29.6	0.66	17.55	N/A
Llama 3.1 70B Fast	128k	35	$0.38	147.1	0.54	3.94	N/A
Llama 3.1 70B Vertex	128k	35	$0.72	72.5	0.27	7.17	N/A
Llama 3.1 70B	128k	35	$2.90	55.0	0.44	9.53	N/A
Llama 3.1 70B	128k	35	$0.90	166.4	0.37	3.38	N/A
Llama 3.1 70B (Turbo, FP8)	128k	35	$0.14	37.1	0.25	13.74	N/A
Llama 3.1 70B	128k	35	$0.27	41.2	0.22	12.35	N/A
Llama 3.1 70B	32k	35	$0.19	52.3	1.20	10.77	N/A
Llama 3.1 70B Turbo	128k	35	$0.88	152.0	0.37	3.66	N/A
Llama 3.1 70B	128k	35	$0.90	127.5	0.51	4.43	N/A
Mistral Small 3.1	128k	35	$0.15	110.6	0.30	4.82	N/A
Mistral Small 3.1	128k	35	$0.15	75.8	0.40	6.99	N/A
Mistral Small 3.1 Vertex	128k	35	$0.15	210.5	0.19	2.56	N/A
Mistral Small 3	32k	35	$0.15	150.5	0.27	3.59	N/A
Mistral Small 3	32k	35	$0.07	73.9	0.23	7.00	N/A
Mistral Small 3	32k	35	$0.80	96.4	0.20	5.39	N/A
Qwen3 4B	131k	35	$0.19	102.6	1.04	5.91	N/A
Claude 3 Opus Vertex	200k	35	$30.00	21.9	2.84	25.63	N/A
Claude 3 Opus	200k	35	$30.00	28.3	1.01	18.71	N/A
Claude 3.5 Haiku Vertex	200k	35	$1.60	66.4	1.83	9.37	N/A
Claude 3.5 Haiku	200k	35	$1.60	64.9	0.79	8.49	N/A
Devstral	256k	34	$0.15	128.4	0.30	4.20	N/A
DeepSeek R1 Distill Llama 8B	32k	34	$0.04	41.5	0.68	60.92	48.19
Gemma 3 12B	128k	34	$0.06	27.6	0.65	18.77	N/A
Gemini 1.5 Pro (May) (Vertex)	2m	34	$2.19	66.8	0.35	7.84	N/A
Gemini 1.5 Pro (May) (AI Studio)	2m	34	$2.19	67.3	0.41	7.84	N/A
Qwen2.5 Turbo	1m	34	$0.09	108.5	1.03	5.64	N/A
Llama 3.2 90B (Vision) Vertex	128k	33	$0.00	32.8	0.20	15.46	N/A
Llama 3.2 90B (Vision)	33k	33	$0.36	40.1	0.26	12.74	N/A
Llama 3.2 90B (Vision) Turbo	128k	33	$1.20	32.9	0.37	15.58	N/A
Qwen2 72B	33k	33	$0.90	39.5	0.52	13.19	N/A
Qwen2 72B	131k	33	$0.00	30.9	1.31	17.47	N/A
Gemini 1.5 Flash-8B AI Studio	1m	31	$0.07	282.2	0.20	1.97	N/A
Jamba 1.5 Large	256k	29	$3.50	50.8	0.69	10.54	N/A
Jamba 1.6 Large	256k	29	$3.50	64.3	0.58	8.36	N/A
Gemini 1.5 Flash (May) (Vertex)	1m	28	$0.13	321.4	0.26	1.82	N/A
Gemini 1.5 Flash (May) (AI Studio)	1m	28	$0.13	322.9	0.19	1.74	N/A
Yi-Large	32k	28	$3.00	66.8	0.37	7.85	N/A
Claude 3 Sonnet	200k	28	$6.00	60.8	0.84	9.06	N/A
Codestral (Jan '25)	256k	28	$0.45	110.0	0.30	4.85	N/A
Codestral (Jan '25) Vertex	128k	28	$0.45	150.1	0.15	3.48	N/A
Llama 3 70B	8k	27	$0.40	17.2	1.57	30.67	N/A
Llama 3 70B	8k	27	$2.90	18.9	0.77	27.16	N/A
Llama 3 70B	8k	27	$0.33	33.5	0.46	15.40	N/A
Llama 3 70B	8k	27	$0.57	16.0	1.18	32.51	N/A
Llama 3 70B	8k	27	$0.64	332.6	0.25	1.75	N/A
Llama 3 70B (Reference, FP16)	8k	27	$0.88	132.0	0.68	4.47	N/A
Llama 3 70B (Turbo, FP8)	8k	27	$0.88	134.9	0.40	4.11	N/A
Mistral Small (Sep '24)	33k	27	$0.30	89.4	0.32	5.91	N/A
Phi-4 Multimodal	128k	27	$0.00	20.5	0.35	24.78	N/A
Qwen2.5 Coder 7B Fast	131k	27	$0.04	227.8	0.49	2.68	N/A
Qwen2.5 Coder 7B Base	131k	27	$0.01	183.9	0.48	3.20	N/A
Mistral Large (Feb '24)	33k	26	$6.00	30.0	0.47	17.13	N/A
Mixtral 8x22B	65k	26	$3.00	61.2	0.32	8.48	N/A
Mixtral 8x22B Base	65k	26	$0.60	75.2	0.56	7.21	N/A
Mixtral 8x22B Fast	65k	26	$1.05	107.3	0.53	5.19	N/A
Mixtral 8x22B	65k	26	$1.20	91.2	0.30	5.79	N/A
Phi-4 Mini	128k	26	$0.12	209.9	0.29	2.67	N/A
Phi-4 Mini	128k	26	$0.00	58.5	0.34	8.88	N/A
Qwen3 1.7B	33k	25	$0.19	134.2	1.04	4.77	N/A
Phi-3 Medium 14B	128k	25	$0.30	53.2	0.43	9.83	N/A
Gemma 3 4B	128k	24	$0.03	83.0	0.25	6.27	N/A
Claude 2.1	200k	24	$12.00	13.8	0.91	37.09	N/A
Llama 3.1 8B	128k	24	$0.03	142.6	0.20	3.71	N/A
Llama 3.1 8B	131k	24	$0.20	1,133.6	0.29	0.73	N/A
Llama 3.1 8B	33k	24	$0.10	2,163.9	0.22	0.45	N/A
Llama 3.1 8B	128k	24	$0.10	435.7	0.78	1.93	N/A
Llama 3.1 8B Fast	128k	24	$0.04	177.7	0.49	3.31	N/A
Llama 3.1 8B Base	128k	24	$0.03	62.9	0.54	8.49	N/A
Llama 3.1 8B Vertex	128k	24	$0.00	119.4	0.18	4.37	N/A
Llama 3.1 8B	128k	24	$0.38	211.7	0.30	2.66	N/A
Llama 3.1 8B	128k	24	$0.20	301.0	0.24	1.91	N/A
Llama 3.1 8B	128k	24	$0.04	56.0	0.24	9.16	N/A
Llama 3.1 8B	128k	24	$0.10	458.2	0.27	1.36	N/A
Llama 3.1 8B	16k	24	$0.03	75.1	0.66	7.31	N/A
Llama 3.1 8B	128k	24	$0.06	847.6	0.19	0.78	N/A
Llama 3.1 8B	16k	24	$0.13	1,177.4	0.22	0.65	N/A
Llama 3.1 8B Turbo	128k	24	$0.18	161.5	0.42	3.51	N/A
Llama 3.1 8B	128k	24	$0.15	469.0	0.17	1.24	N/A
Llama 3.1 8B	128k	24	$0.18	61.4	0.44	8.58	N/A
Pixtral 12B	128k	23	$0.15	87.0	0.28	6.03	N/A
Pixtral 12B	128k	23	$0.10	77.6	0.58	7.03	N/A
Qwen3 0.6B (Reasoning) (FP8)	32k	23	$0.00	46.2	0.68	54.84	43.32
Qwen3 0.6B (Reasoning)	33k	23	$0.40	210.5	0.99	12.87	9.50
Mistral Small (Feb '24)	33k	23	$1.50	124.8	0.27	4.27	N/A
Mistral Small (Feb '24)	33k	23	$1.50	88.0	0.39	6.06	N/A
Mistral Medium	33k	23	$4.09	82.7	0.39	6.44	N/A
Ministral 8B	128k	22	$0.10	134.7	0.27	3.99	N/A
Gemma 2 9B Fast	8k	22	$0.04	174.7	0.47	3.33	N/A
Gemma 2 9B Base	8k	22	$0.03	151.9	0.48	3.77	N/A
Gemma 2 9B	8k	22	$0.04	19.7	0.76	26.16	N/A
Gemma 2 9B	8k	22	$0.20	710.0	0.21	0.92	N/A
LFM 40B	32k	22	$0.15	161.3	0.15	3.25	N/A
Command-R+	128k	21	$4.38	47.7	0.27	10.75	N/A
Llama 3 8B	8k	21	$0.38	73.8	0.37	7.15	N/A
Llama 3 8B	8k	21	$0.04	119.2	0.20	4.40	N/A
Llama 3 8B	8k	21	$0.04	59.2	0.76	9.21	N/A
Llama 3 8B	8k	21	$0.06	1,343.5	0.32	0.70	N/A
Llama 3 8B	8k	21	$0.20	190.1	0.31	2.94	N/A
Codestral (May '24)	33k	20	$0.30	114.5	0.31	4.68	N/A
Aya Expanse 32B	128k	20	$0.75	122.3	0.16	4.25	N/A
Command-R+ (Apr '24)	128k	20	$6.00	58.6	0.23	8.77	N/A
Command-R+ (Apr '24)	128k	20	$6.00	29.0	0.67	17.88	N/A
Ministral 3B	128k	20	$0.04	224.6	0.26	2.49	N/A
Mistral NeMo	128k	20	$0.15	139.3	0.29	3.88	N/A
Mistral NeMo (FP8)	131k	20	$0.11	96.9	0.52	5.68	N/A
Mistral NeMo Fast	128k	20	$0.12	155.7	0.50	3.71	N/A
Mistral NeMo Base	128k	20	$0.06	37.6	0.59	13.90	N/A
Mistral NeMo	128k	20	$0.04	59.3	0.22	8.65	N/A
Llama 3.2 3B (FP8)	128k	20	$0.02	224.8	0.20	2.42	N/A
Llama 3.2 3B	128k	20	$0.10	91.4	1.07	6.54	N/A
Llama 3.2 3B Base	128k	20	$0.01	126.3	0.48	4.44	N/A
Llama 3.2 3B	128k	20	$0.01	124.8	0.17	4.18	N/A
Llama 3.2 3B	32k	20	$0.04	94.1	0.56	5.88	N/A
Llama 3.2 3B	8k	20	$0.10	1,581.5	0.19	0.51	N/A
Llama 3.2 3B Turbo	128k	20	$0.06	165.1	0.31	3.34	N/A
DeepSeek R1 Distill Qwen 1.5B	128k	19	$0.18	388.2	0.24	6.68	5.15
Jamba 1.5 Mini	256k	18	$0.25	82.7	0.49	6.54	N/A
Jamba 1.6 Mini	256k	18	$0.25	185.0	0.39	3.09	N/A
Mixtral 8x7B	33k	17	$0.70	88.5	0.29	5.94	N/A
Mixtral 8x7B Fast	33k	17	$0.23	127.9	0.50	4.41	N/A
Mixtral 8x7B Base	33k	17	$0.12	107.8	0.50	5.14	N/A
Mixtral 8x7B	33k	17	$0.12	91.4	0.50	5.97	N/A
Mixtral 8x7B	33k	17	$0.60	68.4	0.41	7.71	N/A
Qwen3 0.6B	33k	17	$0.19	214.9	0.99	3.32	N/A
Aya Expanse 8B	8k	16	$0.75	167.3	0.15	3.13	N/A
Command-R	128k	15	$0.26	66.4	0.20	7.73	N/A
Command-R (Mar '24)	128k	15	$0.75	163.4	0.17	3.23	N/A
Command-R (Mar '24)	128k	15	$0.75	46.5	0.51	11.26	N/A
Codestral-Mamba	256k	14	$0.25	94.1	0.42	5.74	N/A
Mistral 7B	8k	10	$0.25	106.4	0.28	4.98	N/A
Mistral 7B	8k	10	$0.04	87.7	0.16	5.86	N/A
Mistral 7B	32k	10	$0.04	126.8	0.82	4.76	N/A
Mistral 7B	8k	10	$0.20	178.4	0.17	2.97	N/A
Llama 3.2 1B Base	128k	10	$0.01	112.9	0.49	4.91	N/A
Llama 3.2 1B	128k	10	$0.01	57.3	0.28	9.00	N/A
Llama 3.2 1B	16k	10	$0.05	2,600.8	0.18	0.37	N/A
Claude 4 Sonnet Thinking	200k		$6.00	43.2	1.19	59.02	46.26
Claude 4 Opus Thinking	200k		$30.00	13.0	3.11	196.04	154.35
Claude 4 Sonnet Thinking	200k		$6.00	81.3	1.20	31.95	24.60
Claude 4 Opus Thinking	200k		$30.00	57.8	5.06	48.30	34.60
Llama 3.2 11B (Vision)	128k		$0.05	57.2	0.22	8.96	N/A
Llama 3.2 11B (Vision) Turbo	128k		$0.18	119.8	0.17	4.34	N/A
Mistral Saba	32k		$0.30	94.8	0.29	5.57	N/A
Sonar Reasoning	127k		$2.00	82.4	1.54	31.89	24.28
Grok 3 mini Reasoning (low)	131k		$0.35	123.9	0.26	20.44	16.15
Grok 3 mini Reasoning (low) Fast	131k		$1.45	209.4	0.30	12.24	9.55
Reka Flash	128k		$0.35	46.1	0.85	11.70	N/A
Reka Core	128k		$2.00	27.6	0.84	18.95	N/A
Reka Flash (Feb '24)	128k		$0.35	45.8	0.85	11.77	N/A
Reka Edge	128k		$0.10	85.9	0.83	6.65	N/A
o1-preview	128k		$26.25	165.0	21.78	24.81	N/A
o1-preview	128k		$28.88	155.7	23.38	26.60	N/A
GPT-4o (Aug '24)	128k		$4.38	114.2	0.58	4.96	N/A
GPT-4o (Aug '24)	128k		$4.38	125.4	0.66	4.65	N/A
GPT-4 Turbo	128k		$15.00	51.2	0.70	10.47	N/A
GPT-4 Turbo	128k		$15.00	50.1	1.55	11.52	N/A
GPT-3.5 Turbo	4k		$0.75	137.9	0.41	4.04	N/A
GPT-4	8k		$37.50	27.8	0.63	18.61	N/A
GPT-4.5 (Preview)	128k		$93.75	77.9	0.98	7.40	N/A
Gemini 2.0 Flash-Lite (Preview) (AI Studio)	1m		$0.13	200.7	0.27	2.76	N/A
Gemma 2 27B Fast	8k		$0.26	86.1	0.51	6.32	N/A
Gemma 2 27B Base	8k		$0.15	51.7	0.58	10.24	N/A
Gemma 2 27B	8k		$0.80	91.2	0.27	5.75	N/A
Claude 3.5 Sonnet (June) Vertex	200k		$6.00	83.9	1.31	7.27	N/A
Claude 3.5 Sonnet (June)	200k		$6.00	80.9	0.65	6.83	N/A
Claude 3 Haiku	200k		$0.50	143.9	0.52	4.00	N/A
Claude 2.0	100k		$12.00	31.0	1.01	17.16	N/A
DeepSeek Coder V2 Lite Fast, FP8	128k		$0.12	109.5	0.49	5.05	N/A
DeepSeek Coder V2 Lite Base, FP8	128k		$0.06	117.4	0.51	4.77	N/A
OpenChat 3.5	8k		$0.05	60.3	0.38	8.67	N/A
Solar Mini	4k		$0.15	94.5	1.05	6.35	N/A
Qwen1.5 Chat 110B	32k		$0.00	23.7	1.60	22.71	N/A

Key definitions

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Context window: Maximum number of combined input & output tokens. Output tokens commonly have a significantly lower limit (varied by model).

Output Speed: Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).

Latency (Time to First Token): Time to first token received, in seconds, after API request sent. For reasoning models which share reasoning tokens, this will be the first reasoning token. For models which do not support streaming, this represents time to receive the completion.

Price: Price per token, represented as USD per million Tokens. Price is a blend of Input & Output token prices (3:1 ratio).

Output Price: Price per token generated by the model (received from the API), represented as USD per million Tokens.

Input Price: Price per token included in the request/message sent to the API, represented as USD per million Tokens.

Time period: Metrics are 'live' and are based on the past 72 hours of measurements, measurements are taken 8 times a day for single requests and 2 times per day for parallel requests.