Fireworks AI AI models — pricing & benchmarks

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Use state-of-the-art, open-source LLMs and image models at blazing fast speed, or fine-tune and deploy your own at no additional cost with Fireworks AI! Inference platform · OpenAI-compatible API · Enterprise · Fast Inference · Open Source · Structured Outputs

Intelligence vs Price

Best value among Fireworks AI models on this chart: GLM-5.1 · Kimi K2.5 · GLM-4.7 (and 6 more on the dashed frontier). Hover any dot for full pricing, or click a creator in the legend to isolate.

Fireworks AI models

232 models, 232 with pricing

Model	Creator	Input Price, $	Output Price, $	Context	Max Output	Inference Providers	Intelligence	Coding
GLM-5.1	Zhipu AI	0.980	3.08	203K	64K	compare (4)	51.4#1	43.4#1
Kimi K2.5	Moonshot AI (Kimi)	0.400	1.90	262K	98K	compare (11)	46.8#2	39.6#2
GLM-4.7	Zhipu AI	0.400	1.75	205K	131K	compare (13)	42.1#3	36.3#3
Kimi K2 Thinking	Moonshot AI (Kimi)	0.574	1.20	262K	33K	compare (14)	40.9#4	34.8#4
MiniMax M2.1	MiniMax	0.290	0.950	1.0M	197K	compare (8)	39.4#5	32.8#6
MiniMax M2	MiniMax	0.255	1.00	205K	197K	compare (9)	36.1#6	29.2#9
GPT OSS 120B	OpenAI	0.039	0.180	131K	131K	compare (20)	33.3#7	28.6#10
DeepSeek V3.2	DeepSeek	0.252	0.378	164K	66K	compare (12)	32.1#8	34.6#5
GLM-4.6	Zhipu AI	0.430	1.74	205K	131K	compare (10)	30.2#9	30.2#8
DeepSeek V3.1 Terminus	DeepSeek	0.270	0.950	164K	66K	compare (6)	28.5#10	31.9#7
DeepSeek V3.1	DeepSeek	0.135	0.500	164K	66K	compare (14)	28.1#11	28.4#11
GLM-4.5	Zhipu AI	0.400	1.60	131K	98K	compare (8)	26.4#12	26.3#12
Qwen3 Coder 480B A35B Instruct	Alibaba	0.220	1.30	262K	66K	compare (8)	24.8#13	24.6#13
GPT OSS 20B	OpenAI	0.030	0.140	131K	131K	compare (15)	24.5#14	18.5#18
MiniMax M1 80k	MiniMax	0.100	0.100	1.0M	40K	compare (3)	24.4#15	14.5#25
GLM-4.5 Air	Zhipu AI	0.130	0.850	131K	98K	compare (6)	23.2#16	23.8#14
Mistral Large 3	Mistral AI	0.500	1.20	262K	8K	compare (4)	22.8#17	22.7#15
DeepSeek V3 324	DeepSeek	0.200	0.400	164K	16K	compare (13)	22.3#18	22.0#16
Qwen3 VL 235B A22B Instruct	Alibaba	0.200	0.880	262K	129K	compare (7)	20.8#19	16.5#19
Qwen3 Next 80B A3B Instruct	Alibaba	0.090	0.900	262K	66K	compare (10)	20.1#20	15.3#23
Qwen3 Coder 30B A3B Instruct	Alibaba	0.070	0.260	262K	66K	compare (5)	20.0#21	19.4#17
QwQ 32B	Alibaba	0.150	0.200	131K	16K	compare (8)	19.7#22	N/A
DeepSeek R1	DeepSeek	0.280	0.400	164K	66K	compare (14)	18.8#23	15.9#21
Llama 3.1 405B Instruct	Meta	0.120	0.300	131K	16K	compare (11)	17.4#24	14.5#24
Qwen3 VL 32B Instruct	Alibaba	0.104	0.416	262K	33K	compare (3)	17.2#25	15.6#22
DeepSeek R1 Distill Qwen 32B	DeepSeek	0.150	0.150	131K	33K	compare (7)	17.2#26	N/A
Qwen3 235B A22B Instruct	Alibaba	0.090	0.580	262K	33K	compare (10)	17.0#27	14.0#28
DeepSeek V3	DeepSeek	0.200	0.200	400K	128K	compare (12)	16.5#28	16.4#20
Qwen3 VL 30B A3B Instruct	Alibaba	0.130	0.520	262K	33K	compare (5)	16.0#29	14.3#26
DeepSeek R1 Distill Llama 70B	DeepSeek	0.200	0.375	131K	16K	compare (11)	16.0#30	11.4#32
DeepSeek R1 Distill Qwen 14B	DeepSeek	0.070	0.070	131K	16K	compare (5)	15.8#31	N/A
Qwen2.5 72B Instruct	Alibaba	0.120	0.300	131K	16K	compare (8)	15.6#32	11.9#31
QwQ 32B Preview	Alibaba	0.287	0.861	33K	16K	compare (2)	15.2#33	N/A
Devstral Small	Mistral AI	0.100	0.300	256K	64K	compare (4)	15.2#34	12.1#30
Qwen3 30B A3B	Alibaba	0.080	0.290	131K	20K	compare (7)	15.0#35	14.2#27
Llama 3.3 70B Instruct	Meta	0.100	0.200	131K	120K	compare (20)	14.5#36	10.7#36
Qwen3 VL 8B Instruct	Alibaba	0.080	0.200	256K	33K	compare (5)	14.3#37	7.3#39
Llama 3.1 Nemotron 70B Instruct	NVIDIA	0.600	0.600	131K	16K	compare (2)	13.4#38	10.8#34
Qwen2.5 32B Instruct	Alibaba	0.060	0.200	131K	8K	compare (3)	13.2#39	N/A
Nemotron Nano 2 9B	NVIDIA	0.040	0.160	131K	16K	compare (5)	13.2#40	7.5#38
Qwen2.5 Coder 32B Instruct	Alibaba	0.050	0.100	131K	33K	compare (8)	12.9#41	N/A
GLM-4.5V	Zhipu AI	0.600	1.20	131K	32K	compare (6)	12.7#42	10.8#35
Qwen3 4B Instruct	Alibaba	0.010	0.030	262K	33K	compare (2)	12.5#44	9.0#37
Qwen3 30B A3B Instruct	Alibaba	0.090	0.300	262K	33K	compare (3)	12.5#43	13.3#29
Llama 3.1 70B Instruct	Meta	0.100	0.100	131K	16K	compare (13)	12.5#46	10.9#33
DeepSeek V2.5	DeepSeek	1.20	1.20	33K	N/A	compare (1)	12.5#45	N/A
DeepSeek R1 Distill Llama 8B	DeepSeek	0.025	0.025	131K	N/A	compare (3)	12.1#47	N/A
Llama 3.1 8B Instruct	Meta	0.020	0.030	200K	128K	compare (20)	11.8#48	4.9#42
Qwen2 72B Instruct	Alibaba	0.900	0.900	33K	N/A	compare (1)	11.7#49	N/A
Nemotron Nano 2 12B VL	NVIDIA	0.100	0.100	131K	4K	compare (2)	10.1#50	5.9#41
Qwen2.5 Coder 7B Instruct	Alibaba	0.010	0.030	131K	8K	compare (4)	10.0#51	N/A
Mixtral 8x22B Instruct	Mistral AI	0.600	0.600	66K	2K	compare (6)	9.8#52	N/A
Llama 3.2 3B Instruct	Meta	0.015	0.020	131K	80K	compare (9)	9.7#54	N/A
Llama 2 7B Chat	Meta	0.050	0.150	4K	4K	compare (4)	9.7#53	N/A
DeepSeek R1 Distill Qwen 1.5B	DeepSeek	0.090	0.090	131K	N/A	compare (3)	9.1#55	N/A
Llama 3 70B Instruct	Meta	0.120	0.300	131K	8K	compare (9)	8.9#56	6.8#40
Llama 2 70B Chat	Meta	0.500	0.900	4K	4K	compare (7)	8.4#58	N/A
Llama 2 13B Chat	Meta	0.100	0.200	4K	4K	compare (4)	8.4#57	N/A
Mixtral 8x7B Instruct	Mistral AI	0.070	0.150	33K	16K	compare (9)	7.7#59	N/A
Mistral 7B Instruct	Mistral AI	0.010	0.100	127K	16K	compare (9)	7.4#60	N/A
Llama 3 8B Instruct	Meta	0.030	0.040	32K	8K	compare (9)	6.4#61	4.0#43
Llama 3.2 1B Instruct	Meta	0.027	0.080	131K	60K	compare (5)	6.3#62	0.6#44
Chronos Hermes 2 13B	Nous Research	0.200	0.200	4K	4K	compare (1)	N/A	N/A
Code Llama 13B	Meta	0.200	0.200	16K	16K	compare (1)	N/A	N/A
Code Llama 13B Instruct	Meta	0.200	0.200	16K	16K	compare (1)	N/A	N/A
Code Llama 13B Python	Meta	0.200	0.200	16K	16K	compare (1)	N/A	N/A
Code Llama 34B	Meta	0.900	0.900	16K	16K	compare (1)	N/A	N/A
Code Llama 34B Instruct	Meta	0.350	0.900	16K	16K	compare (3)	N/A	N/A
Code Llama 34B Python	Meta	0.900	0.900	16K	16K	compare (1)	N/A	N/A
Code Llama 70B	Meta	0.900	0.900	4K	4K	compare (1)	N/A	N/A
Code Llama 70B Instruct	Meta	0.700	0.900	16K	16K	compare (3)	N/A	N/A
Code Llama 70B Python	Meta	0.900	0.900	4K	4K	compare (1)	N/A	N/A
Code Llama 7B	Meta	0.060	0.120	16K	16K	compare (2)	N/A	N/A
Code Llama 7B Instruct	Meta	0.200	0.200	16K	16K	compare (3)	N/A	N/A
Code Llama 7B Python	Meta	0.200	0.200	16K	16K	compare (1)	N/A	N/A
CodeGemma 2B	Google	0.100	0.100	8K	8K	compare (1)	N/A	N/A
CodeGemma 7B	Google	0.200	0.200	8K	8K	compare (1)	N/A	N/A
CodeQwen 1.5 7B	Alibaba	0.200	0.200	66K	N/A	compare (1)	N/A	N/A
Cogito V1 Preview Llama 3B	DeepCogito	0.100	0.100	131K	N/A	compare (1)	N/A	N/A
Cogito V1 Preview Llama 70B	DeepCogito	0.900	0.900	131K	N/A	compare (1)	N/A	N/A
Cogito V1 Preview Llama 8B	DeepCogito	0.200	0.200	131K	N/A	compare (1)	N/A	N/A
Cogito V1 Preview Qwen 14B	DeepCogito	0.200	0.200	131K	N/A	compare (1)	N/A	N/A
Cogito V1 Preview Qwen 32B	DeepCogito	0.900	0.900	131K	N/A	compare (1)	N/A	N/A
Cogito V2 671B P1	DeepCogito	1.20	1.20	164K	N/A	compare (1)	N/A	N/A
DBRX Instruct	Databricks	1.20	1.20	33K	N/A	compare (1)	N/A	N/A
DeepSeek Coder 1.3B Base	DeepSeek	0.100	0.100	16K	16K	compare (1)	N/A	N/A
DeepSeek Coder 2 Instruct	DeepSeek	1.20	1.20	66K	8K	compare (1)	N/A	N/A
DeepSeek Coder 33B Instruct	DeepSeek	0.900	0.900	16K	16K	compare (1)	N/A	N/A
DeepSeek Coder 7B Base	DeepSeek	0.200	0.200	4K	4K	compare (1)	N/A	N/A
DeepSeek Coder 7B Base v1.5	DeepSeek	0.200	0.200	4K	4K	compare (1)	N/A	N/A
DeepSeek Coder 7B Instruct v1.5	DeepSeek	0.200	0.200	4K	4K	compare (1)	N/A	N/A
DeepSeek Coder V2 Lite Base	DeepSeek	0.500	0.500	164K	8K	compare (1)	N/A	N/A
DeepSeek Coder V2 Lite Instruct	DeepSeek	0.500	0.500	164K	8K	compare (1)	N/A	N/A
DeepSeek Prover V2	DeepSeek	1.20	1.20	164K	N/A	compare (1)	N/A	N/A
DeepSeek R1 528	DeepSeek	0.200	0.250	164K	33K	compare (12)	N/A	N/A
DeepSeek R1 Basic	DeepSeek	0.550	2.19	128K	20K	compare (1)	N/A	N/A
DeepSeek R1 Distill Qwen 7B	DeepSeek	0.072	0.144	131K	16K	compare (4)	N/A	N/A
DeepSeek R1 Distill Qwen3 8B	DeepSeek	0.200	0.200	131K	N/A	compare (1)	N/A	N/A
DeepSeek V2 Lite Chat	DeepSeek	0.500	0.500	164K	N/A	compare (1)	N/A	N/A
Dobby Llama 3.1 Mini 8B Unhinged Plus	Sentientai	0.200	0.200	131K	N/A	compare (1)	N/A	N/A
Dobby Llama 3.3 70B Unhinged	Sentientai	0.900	0.900	131K	N/A	compare (1)	N/A	N/A
Dolphin 2.6 Mixtral 8x7B	Cognitive Computations	0.500	0.500	33K	N/A	compare (1)	N/A	N/A
Dolphin 2.9.2 Qwen2 72B	Cognitive Computations	0.900	0.900	131K	N/A	compare (1)	N/A	N/A
ERNIE 4.5 21B A3B PT	Baidu	0.100	0.100	4K	4K	compare (1)	N/A	N/A
ERNIE 4.5 300B A47B PT	Baidu	0.100	0.100	4K	4K	compare (1)	N/A	N/A
FireFunction V1	Fireworks AI	0.500	0.500	33K	N/A	compare (1)	N/A	N/A
FireFunction V2	Fireworks AI	0.900	0.900	8K	8K	compare (1)	N/A	N/A
FireLLaVA 13B	Fireworks AI	0.200	0.200	4K	4K	compare (1)	N/A	N/A
Firesearch OCR V6	Fireworks AI	0.200	0.200	8K	8K	compare (1)	N/A	N/A
FLUX.1 Dev	Black Forest Labs	0.100	0.100	4K	4K	compare (1)	N/A	N/A
FLUX.1 Dev ControlNet Union	Black Forest Labs	0.0010	0.0010	4K	4K	compare (1)	N/A	N/A
FLUX.1 Schnell	Black Forest Labs	0.100	0.100	4K	4K	compare (1)	N/A	N/A
Gemma 2 9B Instruct	Google	0.200	0.200	8K	8K	compare (2)	N/A	N/A
Gemma 2B Instruct	Google	0.100	0.100	8K	8K	compare (1)	N/A	N/A
Gemma 3 27B Instruct	Google	0.060	0.160	131K	16K	compare (6)	N/A	N/A
Gemma 7B	Google	0.200	0.200	8K	8K	compare (2)	N/A	N/A
Gemma 7B IT	Google	0.050	0.080	8K	8K	compare (3)	N/A	N/A
GPT OSS 120B Safeguard	OpenAI	0.150	0.600	131K	66K	compare (2)	N/A	N/A
GPT OSS 20B Safeguard	OpenAI	0.070	0.200	131K	66K	compare (5)	N/A	N/A
GTE Base	Alibaba	0.0080	N/A	512	N/A	compare (1)	N/A	N/A
GTE Large	Alibaba	0.016	N/A	512	N/A	compare (1)	N/A	N/A
Hermes 2 Mixtral 8x7B DPO	Nous Research	0.500	0.500	33K	N/A	compare (1)	N/A	N/A
Hermes 2 Yi 34B	Nous Research	0.900	0.900	4K	4K	compare (1)	N/A	N/A
Hermes Llama2 13B	Nous Research	0.200	0.200	4K	4K	compare (1)	N/A	N/A
Hermes Llama2 70B	Nous Research	0.900	0.900	4K	4K	compare (1)	N/A	N/A
Hermes Llama2 7B	Nous Research	0.200	0.200	4K	4K	compare (1)	N/A	N/A
InternVL3 38B	InternLM	0.900	0.900	16K	16K	compare (1)	N/A	N/A
InternVL3 78B	InternLM	0.900	0.900	16K	16K	compare (1)	N/A	N/A
InternVL3 8B	InternLM	0.200	0.200	16K	16K	compare (1)	N/A	N/A
Kimi K2 Instruct	Moonshot AI (Kimi)	0.500	2.00	262K	33K	compare (9)	N/A	N/A
KwaiPilot KAT 32B Dev	KwaiPilot	0.900	0.900	131K	N/A	compare (1)	N/A	N/A
KwaiPilot KAT 72B Dev Exp	KwaiPilot	0.900	0.900	131K	N/A	compare (1)	N/A	N/A
KwaiPilot KAT Coder	KwaiPilot	0.900	0.900	262K	N/A	compare (1)	N/A	N/A
Llama 2 13B	Meta	0.100	0.200	4K	4K	compare (2)	N/A	N/A
Llama 2 70B	Meta	0.100	0.100	4K	4K	compare (2)	N/A	N/A
Llama 2 7B	Meta	0.050	0.200	4K	4K	compare (2)	N/A	N/A
Llama 3 8B	Meta	0.050	0.080	8K	8K	compare (4)	N/A	N/A
Llama 3.1 405B Instruct Long	Meta	0.100	0.100	4K	4K	compare (1)	N/A	N/A
Llama 3.2 11B Vision Instruct	Meta	0.015	0.025	131K	16K	compare (7)	N/A	N/A
Llama 3.2 1B	Meta	0.100	0.100	131K	8K	compare (3)	N/A	N/A
Llama 3.2 3B	Meta	0.040	0.080	131K	8K	compare (4)	N/A	N/A
Llama 3.2 90B Vision Instruct	Meta	0.900	0.900	128K	16K	compare (4)	N/A	N/A
Llama 4 Maverick Instruct	Meta	0.220	0.880	131K	N/A	compare (1)	N/A	N/A
Llama 4 Scout Instruct	Meta	0.150	0.600	131K	N/A	compare (1)	N/A	N/A
Llama Guard 7B	Meta	0.200	0.200	4K	4K	compare (1)	N/A	N/A
LlamaGuard 2 8B	Meta	0.200	0.200	8K	8K	compare (1)	N/A	N/A
LlamaGuard 3 1B	Meta	0.100	0.100	131K	N/A	compare (1)	N/A	N/A
LlamaGuard 3 8B	Meta	0.020	0.030	131K	16K	compare (5)	N/A	N/A
LLaVA Yi 34B	01.AI	0.900	0.900	4K	4K	compare (1)	N/A	N/A
Ministral 3 14B Instruct	Mistral AI	0.200	0.200	256K	8K	compare (2)	N/A	N/A
Ministral 3 3B Instruct	Mistral AI	0.100	0.100	256K	8K	compare (2)	N/A	N/A
Ministral 3 8B Instruct	Mistral AI	0.150	0.150	256K	8K	compare (2)	N/A	N/A
Mistral 3 7B Instruct	Mistral AI	0.200	0.200	33K	N/A	compare (1)	N/A	N/A
Mistral 7B	Mistral AI	0.050	0.150	33K	8K	compare (5)	N/A	N/A
Mistral 7B OpenOrca	Openorca	0.200	0.200	33K	N/A	compare (1)	N/A	N/A
Mistral Small 24B Instruct	Mistral AI	0.050	0.080	33K	16K	compare (3)	N/A	N/A
Mixtral 8x22B	Mistral AI	1.20	1.20	66K	8K	compare (2)	N/A	N/A
Mixtral 8x7B	Mistral AI	0.460	0.500	33K	8K	compare (3)	N/A	N/A
MythoMax L2 13B	Gryphe	0.060	0.060	4K	4K	compare (4)	N/A	N/A
Nemo Base (24.07)	Mistral AI	0.200	0.200	128K	N/A	compare (1)	N/A	N/A
Nemo Instruct (24.07)	Mistral AI	0.020	0.040	131K	512	compare (5)	N/A	N/A
Nemotron Nano 2 12B	NVIDIA	0.200	0.200	131K	8K	compare (2)	N/A	N/A
Nomic Embed Text 1	Nomic AI	0.0080	N/A	8K	N/A	compare (1)	N/A	N/A
Nomic Embed Text 1.5	Nomic AI	0.0080	N/A	8K	N/A	compare (1)	N/A	N/A
Nous Capybara 7B V1.9	Nous Research	0.200	0.200	33K	N/A	compare (1)	N/A	N/A
OpenChat 3.5 7B	OpenChat	0.200	0.200	8K	8K	compare (1)	N/A	N/A
Phi-2 3B	Microsoft	0.100	0.100	2K	2K	compare (1)	N/A	N/A
Phi-3 Mini Instruct	Microsoft	0.100	0.100	131K	4K	compare (2)	N/A	N/A
Phi-3 Vision Instruct	Microsoft	0.200	0.200	32K	N/A	compare (1)	N/A	N/A
Phind CodeLlama 34B Python V1	Phind	0.900	0.900	16K	16K	compare (1)	N/A	N/A
Phind CodeLlama 34B V1	Phind	0.900	0.900	16K	16K	compare (1)	N/A	N/A
Phind CodeLlama 34B V2	Phind	0.900	0.900	16K	16K	compare (1)	N/A	N/A
Pythia 12B	EleutherAI	0.200	0.200	2K	2K	compare (1)	N/A	N/A
Qwen1.5 72B Chat	Alibaba	0.900	0.900	33K	N/A	compare (1)	N/A	N/A
Qwen2 7B Instruct	Alibaba	0.200	0.200	33K	N/A	compare (1)	N/A	N/A
Qwen2 VL 2B Instruct	Alibaba	0.100	0.100	33K	N/A	compare (1)	N/A	N/A
Qwen2 VL 72B Instruct	Alibaba	0.130	0.400	131K	2K	compare (3)	N/A	N/A
Qwen2 VL 7B Instruct	Alibaba	0.020	0.060	131K	N/A	compare (2)	N/A	N/A
Qwen2.5 0.5B Instruct	Alibaba	0.100	0.100	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 1.5B Instruct	Alibaba	0.100	0.100	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 14B	Alibaba	0.200	0.200	131K	N/A	compare (1)	N/A	N/A
Qwen2.5 14B Instruct	Alibaba	0.200	0.200	131K	8K	compare (2)	N/A	N/A
Qwen2.5 32B	Alibaba	0.900	0.900	131K	N/A	compare (1)	N/A	N/A
Qwen2.5 72B	Alibaba	0.900	0.900	131K	N/A	compare (1)	N/A	N/A
Qwen2.5 7B	Alibaba	0.200	0.200	131K	N/A	compare (1)	N/A	N/A
Qwen2.5 7B Instruct	Alibaba	0.040	0.070	131K	33K	compare (5)	N/A	N/A
Qwen2.5 Coder 0.5B	Alibaba	0.100	0.100	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 Coder 0.5B Instruct	Alibaba	0.100	0.100	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 Coder 1.5B	Alibaba	0.100	0.100	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 Coder 1.5B Instruct	Alibaba	0.100	0.100	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 Coder 14B	Alibaba	0.200	0.200	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 Coder 14B Instruct	Alibaba	0.200	0.200	131K	8K	compare (2)	N/A	N/A
Qwen2.5 Coder 32B	Alibaba	0.900	0.900	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 Coder 3B	Alibaba	0.100	0.100	33K	N/A	compare (1)	N/A	N/A
Qwen2.5 Coder 3B Instruct	Alibaba	0.010	0.030	33K	N/A	compare (3)	N/A	N/A
Qwen2.5 Coder 7B	Alibaba	0.010	0.030	33K	8K	compare (3)	N/A	N/A
Qwen2.5 Math 72B Instruct	Alibaba	0.574	0.900	4K	4K	compare (2)	N/A	N/A
Qwen2.5 VL 32B Instruct	Alibaba	0.200	0.600	131K	8K	compare (3)	N/A	N/A
Qwen2.5 VL 3B Instruct	Alibaba	0.200	0.200	131K	8K	compare (2)	N/A	N/A
Qwen2.5 VL 72B Instruct	Alibaba	0.130	0.400	131K	8K	compare (7)	N/A	N/A
Qwen2.5 VL 7B Instruct	Alibaba	0.200	0.200	131K	8K	compare (2)	N/A	N/A
Qwen3 0.6B	Alibaba	0.100	0.100	41K	8K	compare (2)	N/A	N/A
Qwen3 1.7B	Alibaba	0.100	0.100	131K	8K	compare (2)	N/A	N/A
Qwen3 1.7B FP8 Draft	Alibaba	0.100	0.100	262K	N/A	compare (1)	N/A	N/A
Qwen3 1.7B FP8 Draft 131072	Alibaba	0.100	0.100	131K	N/A	compare (1)	N/A	N/A
Qwen3 1.7B FP8 Draft 40960	Alibaba	0.100	0.100	41K	N/A	compare (1)	N/A	N/A
Qwen3 14B	Alibaba	0.060	0.200	132K	41K	compare (7)	N/A	N/A
Qwen3 235B A22B	Alibaba	0.071	0.100	262K	131K	compare (9)	N/A	N/A
Qwen3 235B A22B Thinking	Alibaba	0.149	0.880	262K	33K	compare (9)	N/A	N/A
Qwen3 30B A3B Thinking	Alibaba	0.080	0.400	262K	33K	compare (3)	N/A	N/A
Qwen3 32B	Alibaba	0.050	0.100	131K	41K	compare (15)	N/A	N/A
Qwen3 4B	Alibaba	0.030	0.030	131K	20K	compare (4)	N/A	N/A
Qwen3 8B	Alibaba	0.035	0.138	131K	20K	compare (6)	N/A	N/A
Qwen3 Coder 480B Instruct BF16	Alibaba	0.900	0.900	4K	4K	compare (1)	N/A	N/A
Qwen3 Next 80B A3B Thinking	Alibaba	0.098	0.780	262K	66K	compare (10)	N/A	N/A
Qwen3 VL 235B A22B Thinking	Alibaba	0.220	0.880	262K	33K	compare (5)	N/A	N/A
Qwen3 VL 30B A3B Thinking	Alibaba	0.130	0.600	262K	33K	compare (5)	N/A	N/A
Rolm OCR	Rolm	0.200	0.200	128K	N/A	compare (1)	N/A	N/A
Snorkel Mistral PairRM DPO	Snorkel	0.200	0.200	33K	N/A	compare (1)	N/A	N/A
StableCode 3B	Stability AI	0.100	0.100	4K	4K	compare (1)	N/A	N/A
StarCoder 16B	BigCode	0.200	0.200	8K	8K	compare (1)	N/A	N/A
StarCoder 7B	BigCode	0.200	0.200	8K	8K	compare (1)	N/A	N/A
StarCoder2 15B	BigCode	0.200	0.200	16K	16K	compare (1)	N/A	N/A
StarCoder2 3B	BigCode	0.100	0.100	16K	16K	compare (1)	N/A	N/A
StarCoder2 7B	BigCode	0.200	0.200	16K	16K	compare (1)	N/A	N/A
UAE 1 Large	Whereisai	0.016	N/A	512	N/A	compare (1)	N/A	N/A
Yi 34B	01.AI	0.900	0.900	4K	4K	compare (1)	N/A	N/A
Yi 34B 200K Capybara	01.AI	0.900	0.900	200K	N/A	compare (1)	N/A	N/A
Yi 34B Chat	01.AI	0.900	0.900	4K	4K	compare (1)	N/A	N/A
Yi 6B	01.AI	0.200	0.200	4K	4K	compare (1)	N/A	N/A
Yi Large	01.AI	3.00	3.00	33K	N/A	compare (1)	N/A	N/A
Zephyr 7B Beta	Hugging Face	0.150	0.150	33K	16K	compare (2)	N/A	N/A