Cost & Efficiency

Intelligence Per Dollar

Find best-value models by comparing public price data against quality, benchmark, or proxy signals.

How to use this dashboard

Find best-value models by comparing public price data against quality, benchmark, or proxy signals.

Use this heatmap-style table to find models that may offer strong capability for lower token cost. Treat value scores as comparison signals, not official benchmark results.

Intelligence Per Dollar

100 records

Search Provider / Source


Mistral: Mistral Nemo	Mistralai	63	0.02	0.03	0.024	2,625	Strong value
Meta: Llama 3.1 8B Instruct	Meta Llama	55	0.02	0.05	0.032	1,718.75	Strong value
Meta: Llama 3 8B Instruct	Meta Llama	55	0.03	0.04	0.034	1,617.65	Strong value
Google: Gemma 3 4B	Google	76	0.04	0.08	0.056	1,357.14	Strong value
Sao10K: Llama 3 8B Lunaris	Sao10k	55	0.04	0.05	0.044	1,250	Strong value
IBM: Granite 4.0 Micro	Ibm Granite	58	0.017	0.11	0.0542	1,070.11	Strong value
OpenAI: gpt-oss-20b	Openai	75	0.03	0.14	0.074	1,013.51	Strong value
Google: Gemma 3 12B	Google	76	0.04	0.13	0.076	1,000	Strong value
Mistral: Mistral Small 3	Mistralai	59	0.05	0.08	0.062	951.61	Strong value
Qwen: Qwen2.5 7B Instruct	Qwen	59	0.04	0.1	0.064	921.88	Strong value
MythoMax 13B	Gryphe	55	0.06	0.06	0.06	916.67	Strong value
Qwen: Qwen-Turbo	Qwen	63	0.0325	0.13	0.0715	881.12	Strong value
Cohere: Command R7B (12-2024)	Cohere	70	0.0375	0.15	0.0825	848.48	Strong value
LiquidAI: LFM2-24B-A2B	Liquid	54	0.03	0.12	0.066	818.18	Strong value
Qwen: Qwen3 235B A22B Instruct 2507	Qwen	67	0.071	0.1	0.0826	811.14	Strong value
Arcee AI: Trinity Mini	Arcee Ai	70	0.045	0.15	0.087	804.6	Strong value
NVIDIA: Nemotron Nano 9B V2	Nvidia	70	0.04	0.16	0.088	795.45	Strong value
OpenAI: gpt-oss-120b	Openai	75	0.039	0.19	0.0994	754.53	Strong value
Amazon: Nova Micro 1.0	Amazon	58	0.035	0.14	0.077	753.25	Strong value
Qwen: Qwen3.5-9B	Qwen	85	0.1	0.15	0.12	708.33	Strong value
Mistral: Ministral 3 3B 2512	Mistralai	69	0.1	0.1	0.1	690	Strong value
Google: Gemma 3 27B	Google	76	0.08	0.16	0.112	678.57	Strong value
NVIDIA: Nemotron 3 Nano 30B A3B	Nvidia	74	0.05	0.2	0.11	672.73	Strong value
Microsoft: Phi 4	Microsoft	62	0.065	0.14	0.095	652.63	Strong value
Google: Gemma 3n 4B	Google	54	0.06	0.12	0.084	642.86	Strong value
Qwen: Qwen3.5-Flash	Qwen	91	0.065	0.26	0.143	636.36	Strong value
Z.ai: GLM 4 32B	Z Ai	63	0.1	0.1	0.1	630	Strong value
Meta: Llama 3.2 1B Instruct	Meta Llama	59	0.027	0.2	0.0962	613.31	Strong value
Reka Edge	Rekaai	56	0.1	0.1	0.1	560	Strong value
Mistral: Mistral Small 3.2 24B	Mistralai	69	0.075	0.2	0.125	552	Strong value
Qwen: Qwen3 14B	Qwen	71	0.06	0.24	0.132	537.88	Strong value
Amazon: Nova Lite 1.0	Amazon	68	0.06	0.24	0.132	515.15	Strong value
Google: Gemini 2.0 Flash Lite	Google	83	0.075	0.3	0.165	503.03	Strong value
Qwen: Qwen3 32B	Qwen	71	0.08	0.24	0.144	493.06	Strong value
Mistral: Ministral 3 8B 2512	Mistralai	73	0.15	0.15	0.15	486.67	Strong value
ByteDance Seed: Seed 1.6 Flash	Bytedance Seed	80	0.075	0.3	0.165	484.85	Strong value
Google: Gemma 4 26B A4B	Google	80	0.06	0.33	0.168	476.19	Strong value
Reka Flash 3	Rekaai	66	0.1	0.2	0.14	471.43	Strong value
ByteDance: UI-TARS 7B	Bytedance	64	0.1	0.2	0.14	457.14	Strong value
OpenAI: gpt-oss-safeguard-20b	Openai	75	0.075	0.3	0.165	454.55	Strong value
Baidu: ERNIE 4.5 21B A3B Thinking	Baidu	70	0.07	0.28	0.154	454.55	Strong value
OpenAI: GPT-5 Nano	Openai	85	0.05	0.4	0.19	447.37	Strong value
Qwen: Qwen3 30B A3B	Qwen	71	0.08	0.28	0.16	443.75	Strong value
EssentialAI: Rnj 1 Instruct	Essentialai	66	0.15	0.15	0.15	440	Strong value
Xiaomi: MiMo-V2-Flash	Xiaomi	74	0.09	0.29	0.17	435.29	Strong value
Meta: Llama 4 Scout	Meta Llama	73	0.08	0.3	0.168	434.52	Strong value
DeepSeek: DeepSeek V4 Flash	Deepseek	85	0.14	0.28	0.196	433.67	Strong value
Google: Gemini 2.5 Flash Lite Preview 09-2025	Google	95	0.1	0.4	0.22	431.82	Strong value
Google: Gemini 2.5 Flash Lite	Google	95	0.1	0.4	0.22	431.82	Strong value
inclusionAI: Ling-2.6-flash	Inclusionai	62	0.08	0.24	0.144	430.56	Strong value
Meta: Llama 3.2 3B Instruct	Meta Llama	71	0.051	0.34	0.1666	426.17	Strong value
Qwen: Qwen3 Coder 30B A3B Instruct	Qwen	63	0.07	0.27	0.15	420	Strong value
StepFun: Step 3.5 Flash	Stepfun	74	0.1	0.3	0.18	411.11	Strong value
Z.ai: GLM 4.7 Flash	Z Ai	79	0.06	0.4	0.196	403.06	Strong value
NousResearch: Hermes 2 Pro - Llama-3 8B	Nousresearch	55	0.14	0.14	0.14	392.86	Strong value
Mistral: Mistral 7B Instruct v0.1	Mistralai	55	0.11	0.19	0.142	387.32	Strong value
Qwen: Qwen3 30B A3B Instruct 2507	Qwen	67	0.09	0.3	0.174	385.06	Strong value
Arcee AI: Spotlight	Arcee Ai	69	0.18	0.18	0.18	383.33	Strong value
Meta: Llama Guard 4 12B	Meta Llama	69	0.18	0.18	0.18	383.33	Strong value
Google: Gemini 2.0 Flash	Google	83	0.1	0.4	0.22	377.27	Strong value
Baidu: ERNIE 4.5 21B A3B	Baidu	58	0.07	0.28	0.154	376.62	Strong value
Qwen: Qwen3 8B	Qwen	71	0.05	0.4	0.19	373.68	Strong value
Mistral: Ministral 3 14B 2512	Mistralai	73	0.2	0.2	0.2	365	Strong value
ByteDance Seed: Seed-2.0-Mini	Bytedance Seed	80	0.1	0.4	0.22	363.64	Strong value
Qwen: Qwen3 30B A3B Thinking 2507	Qwen	75	0.08	0.4	0.208	360.58	Strong value
OpenAI: GPT-4.1 Nano	Openai	79	0.1	0.4	0.22	359.09	Strong value
Qwen: Qwen3 VL 32B Instruct	Qwen	81	0.104	0.416	0.2288	354.02	Strong value
Mistral: Voxtral Small 24B 2507	Mistralai	63	0.1	0.3	0.18	350	Strong value
Mistral: Devstral Small 1.1	Mistralai	63	0.1	0.3	0.18	350	Strong value
Google: Gemma 4 31B	Google	80	0.13	0.38	0.23	347.83	Strong value
NVIDIA: Llama 3.3 Nemotron Super 49B V1.5	Nvidia	75	0.1	0.4	0.22	340.91	Strong value
Meta: Llama 3.3 70B Instruct	Meta Llama	63	0.1	0.32	0.188	335.11	Strong value
Mistral: Mistral Small Creative	Mistralai	59	0.1	0.3	0.18	327.78	Strong value
Qwen: Qwen3 VL 8B Instruct	Qwen	81	0.08	0.5	0.248	326.61	Strong value
NVIDIA: Nemotron 3 Super	Nvidia	74	0.09	0.45	0.234	316.24	Strong value
Nous: Hermes 4 70B	Nousresearch	75	0.13	0.4	0.238	315.13	Strong value
Tongyi DeepResearch 30B A3B	Alibaba	70	0.09	0.45	0.234	299.15	Strong value
xAI: Grok 4.1 Fast	X Ai	91	0.2	0.5	0.32	284.38	Strong value
xAI: Grok 4 Fast	X Ai	91	0.2	0.5	0.32	284.38	Strong value
Meta: Llama 3.2 11B Vision Instruct	Meta Llama	69	0.245	0.245	0.245	281.63	Strong value
Qwen: Qwen VL Plus	Qwen	69	0.1365	0.4095	0.2457	280.83	Strong value
Mistral: Mistral Small 4	Mistralai	85	0.15	0.6	0.33	257.58	Strong value
Nous: Hermes 3 70B Instruct	Nousresearch	75	0.3	0.3	0.3	250	Strong value
DeepSeek: DeepSeek V3.2	Deepseek	75	0.252	0.378	0.3024	248.02	Strong value
DeepSeek: R1 Distill Qwen 32B	Deepseek	71	0.29	0.29	0.29	244.83	Strong value
Qwen: Qwen3 VL 30B A3B Instruct	Qwen	69	0.13	0.52	0.286	241.26	Strong value
Meta: Llama 4 Maverick	Meta Llama	79	0.15	0.6	0.33	239.39	Strong value
DeepSeek: DeepSeek V3.2 Exp	Deepseek	75	0.27	0.41	0.326	230.06	Strong value
AllenAI: Olmo 3 32B Think	Allenai	66	0.15	0.5	0.29	227.59	Strong value
Tencent: Hunyuan A13B Instruct	Tencent	70	0.14	0.57	0.312	224.36	Strong value
Nex AGI: DeepSeek V3.1 Nex N1	Nex Agi	63	0.135	0.5	0.281	224.2	Strong value
Baidu: ERNIE 4.5 VL 28B A3B	Baidu	68	0.14	0.56	0.308	220.78	Strong value
Arcee AI: Trinity Large Preview	Arcee Ai	58	0.15	0.45	0.27	214.81	Strong value
Upstage: Solar Pro 3	Upstage	70	0.15	0.6	0.33	212.12	Strong value
Cohere: Command R (08-2024)	Cohere	70	0.15	0.6	0.33	212.12	Strong value
NVIDIA: Nemotron Nano 12B 2 VL	Nvidia	76	0.2	0.6	0.36	211.11	Strong value
Llama Guard 3 8B	Meta Llama	63	0.48	0.03	0.3	210	Strong value
OpenAI: GPT-4o-mini (2024-07-18)	Openai	69	0.15	0.6	0.33	209.09	Strong value
OpenAI: GPT-4o-mini	Openai	69	0.15	0.6	0.33	209.09	Strong value
Qwen: Qwen3 Next 80B A3B Thinking	Qwen	75	0.0975	0.78	0.3705	202.43	Strong value

Performance & Quality

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Intelligence Per Dollar

Find best-value models by comparing public price data against quality, benchmark, or proxy signals.

Intelligence Per Dollar