Small language models, compared

Benchmarks, size, price and capabilities for 139 open-weight models under 100B parameters from 49 labs. Use it to pick a model you can run on one GPU, a laptop or a phone, or one that's cheap to serve.

Best Tiny (< 5B)
70.4
Nanbeige4.2 3B · 4.2B
Best Small (5–15B)
63.9
Qwen3.5 9B · 9B
Best Medium (15–40B)
77.8
Nanbeige4.3 33B · 33.1B
Best Large (40–100B)
73.3
Nemotron 3.5 Bolt 74B-A9B · 74B

Best for: Coding · Math · 8 GB GPU / laptop · 16 GB GPU · 24 GB GPU · Phones and edge · Cheap API · Vision (image input) · Apache / MIT license · Made in Europe · Made in the US · Fully open

Compare on any two axes

Pick what goes on each axis: the index, any benchmark, size, memory, price, context, adoption or release date. The dashed line joins models nothing else beats on both axes. Click a point to open the model.

Frontier: nothing beats these on both axes (labelled)87 plotted · 52 have no data for these axes

Leaderboard

139 models · Prices are USD per 1M tokens (input / output), cheapest OpenRouter routeCompare 0/4
Select#InputLicense
1Nanbeige4.3 33BNanbeige (Kanzhun) · CN77.82/6—89.595.2——33.1Bdense524K—2026-10-24TApache-2.0
2Qwen3.8 27BAlibaba (Qwen) · CN77.03/6—89.2—90.3—27Bdense262K$0.009 / $0.492026-08-14T I VApache-2.0
3Ternary Bonsai 2 27BPrismML · US74.62/6——95.890.1—27.4Bdense262K—2026-09-17T IApache-2.0
4Qwen3.6 27BAlibaba (Qwen) · CN74.06/686.287.894.183.977.227Bdense262K$0.20 / $3.002026-04-22T I VApache-2.0
5Nemotron 3.5 Bolt 74B-A9BNVIDIA · US73.32/6—88.8———74B9B262K—2026-10-12T IOpenMDW-1.1
6Muse Glimmer 30BMeta · US72.64/6—83.5✓94.7—76.029.6Bdense131K$0.30 / $1.202026-08-09T IApache-2.0
7Qwen3.6 35B-A3BAlibaba (Qwen) · CN72.26/685.286.092.780.473.435B3B262K$0.010 / $0.0922026-04-16T I VApache-2.0
8Qwen3.5 27BAlibaba (Qwen) · CN70.66/686.185.592.680.775.027Bdense262K$0.25 / $2.002026-02-24T I VApache-2.0
9Nanbeige4.2 3BNanbeige (Kanzhun) · CN70.44/6—87.4—72.563.64.2Bdense262K—2026-07-21TApache-2.0
10Gemma 4 31BGoogle · US70.16/685.284.389.280.052.0*30.7Bdense256K$0.10 / $0.342026-04-02T IApache-2.0
11Qwen3.5 35B-A3BAlibaba (Qwen) · CN69.96/685.384.291.074.670.035B3B262K$0.065 / $0.752026-02-24T I VApache-2.0
12Kolibri-1Aleph Alpha · DE68.36/680.084.396.085.966.478.1B3.5B1M—2026-10-03TApache-2.0
13Spark-X2.6 4BSparkLLM (XHToken) · CN67.54/6—77.191.2—62.84.1Bdense1M—2026-10-19TApache-2.0
14Gemma 4 26B-A4BGoogle · US67.56/682.682.388.377.117.4*25.2B3.8B256K$0.040 / $0.152026-04-02T IApache-2.0
15Granite 4.2 30BIBM (Granite) · US67.04/677.666.489.275.8—30Bdense131K—2026-08-07TApache-2.0
16GLM-4.7-FlashZ.ai (GLM) · CN66.15/6—75.291.664.059.231B3B200K$0.061 / $0.402026-01-19TMIT
17Spark-X2.5 4BSparkLLM (XHToken) · CN65.54/6—73.790.7—41.64.1Bdense1M—2026-08-24TApache-2.0
18gpt-oss-20bOpenAI · US64.06/675.0*71.591.761.0*60.720.9B3.6B131K$0.011 / $0.0452025-08-05TApache-2.0
19Qwen3.5 9BAlibaba (Qwen) · CN63.93/682.581.7—65.6—9Bdense262K$0.025 / $0.0362026-03-02T I VApache-2.0
20Nemotron 3.5 LightningNVIDIA · US · unverified63.63/681.975.4——51.631.6B3.6B1M$0.025 / $0.122026-08-11TOpenMDW-1.1
21Granite 4.2 8BIBM (Granite) · US63.54/674.064.186.773.2—8Bdense131K$0.060 / $0.152026-08-07TApache-2.0
22Qwen3-Next 80B-A3B ThinkingAlibaba (Qwen) · CN63.34/682.777.287.868.7—80B3B262K—2025-09-11TApache-2.0
23Edge0 35B-A3B (preview)Edge0 · ?62.83/681.079.886.6——34.7B3B262K—2026-09-08T IApache-2.0
24Nemotron 3 Nano 30B-A3BNVIDIA · US62.66/678.373.089.168.338.831.6B3.5B1M$0.060 / $0.242025-12-15TNVIDIA Open Model
25EXAONE 4.0 32BLG AI Research (EXAONE) · KR62.04/681.875.485.366.7—32Bdense131K—2025-07-15TEXAONE License (non-commercial)
26Sarvam 30BSarvam AI · IN · unverified61.63/680.066.588.3——32.2B2.4B131K—2026-03-03TApache-2.0
27LFM2.5 24B-A2BLiquid AI · US61.43/6—74.4——51.024B2B128K$0.050 / $0.702026-10-13TLFM Open License
28Apriel 1.6 15B ThinkerServiceNow (Apriel) · US60.94/679.073.088.0——14.9Bdense262K—2025-12-04T IMIT
29Seed-OSS 36B InstructByteDance Seed · CN60.36/682.771.484.767.456.036.2Bdense512K—2025-08-20TApache-2.0
30LFM3 1.7BLiquid AI · US60.04/6—63.4—73.543.41.7Bdense262K—2026-10-27TLFM Open License
31Nemotron Labs Dory 1.0 4BNVIDIA · US60.03/6—69.2——50.34Bdense262K—2026-10-16TOpenMDW-1.1
32Ministral 3 14BMistral AI · FR60.03/6—71.285.064.6—14Bdense256K$0.20 / $0.202025-12-02T IApache-2.0
33Qwen3 30B-A3B Thinking 2507Alibaba (Qwen) · CN59.36/680.973.485.066.022.0*30.5B3.3B262K—2025-07-30TApache-2.0
34K2-V2 InstructLLM360 / MBZUAI (K2) · AE · fully open57.92/6—69.380.2——70Bdense512K—2025-12-03TApache-2.0
35Qwen3.5 4BAlibaba (Qwen) · CN57.83/679.176.2—55.8—4Bdense262K—2026-03-02T I VApache-2.0
36MiniCPM5 2BOpenBMB (MiniCPM) · CN57.56/670.870.286.569.146.42.5Bdense131K—2026-09-06TApache-2.0
37Falcon H1R 7BTII (Falcon) · AE · unverified57.54/672.161.383.1——7.6Bdense262K—2026-01-05TFalcon LLM License
38OLMo 3.1 32B ThinkAi2 (OLMo) · US · fully open57.03/6—57.578.183.3—32.2Bdense64K—2025-12-10TApache-2.0
39Gemma 4 12BGoogle · US56.95/677.278.877.572.0—11.9Bdense256K—2026-06-03T I AApache-2.0
40Magistral Small 1.2Mistral AI · FR · unverified55.93/6—70.177.370.9—24Bdense128K—2025-09-17T IApache-2.0
41Qwen3 4B Thinking 2507Alibaba (Qwen) · CN · unverified55.74/674.065.881.355.2—4Bdense262K—2025-08-06TApache-2.0
42Ministral 3 8BMistral AI · FR55.23/6—66.878.761.6—8Bdense256K$0.15 / $0.152025-12-02T IApache-2.0
43Granite 4.2 3BIBM (Granite) · US54.84/667.854.878.369.7—3Bdense131K—2026-08-07TApache-2.0
44MiniCPM-V 4.7 35B-A3BOpenBMB (MiniCPM) · CN54.53/683.5—76.556.6—35.2B3B262K—2026-10-07T I VApache-2.0
45Phi-4-reasoning-plusMicrosoft (Phi) · US · unverified54.44/676.069.378.053.1—14.7Bdense32K—2025-04-30TMIT
46DeepSeek-R1-0528-Qwen3-8BDeepSeek · CN · unverified53.13/6—61.176.360.5—8.2Bdense128K—2025-05-29TMIT
47DiffusionGemma 26B-A4BGoogle · US52.65/677.673.269.169.1—25.8B4B256K—2026-06-09T IApache-2.0
48MiniCPM-SALAOpenBMB (MiniCPM) · CN52.63/667.0—78.352.0—9.5Bdense1M—2026-02-11TApache-2.0
49Nemotron Nano 9B v2NVIDIA · US · unverified52.53/6—64.072.171.1—8.9Bdense128K—2025-08-18TNVIDIA Open Model
50Hunyuan 7B InstructTencent (Hunyuan) · CN · unverified52.53/6—60.175.357.0—7.5Bdense256K—2025-08-04TTencent Hunyuan Community
51Qwen3 32BAlibaba (Qwen) · CN · unverified52.42/6——72.965.7—32.8Bdense131K$0.080 / $0.282025-04-29TApache-2.0
52Ling 3.0 TinyInclusionAI (Ling) · CN · unverified51.93/665.8*73.473.3*——7.9B1.4B131K—2026-08-10TMIT
53Hermes 4.3 36BNous Research (Hermes) · US51.43/680.765.569.3——36.2Bdense512K—2025-11-17TApache-2.0
54DeepSeek-R1-Distill-Qwen-32BDeepSeek · CN · unverified50.93/6—62.172.657.2—32.8Bdense128K—2025-01-20TMIT
55Kanana-2 30B-A3B ThinkingKakao (Kanana) · KR50.74/674.257.874.058.8—30.7B3B32K—2026-01-14TKanana License
56Spark-X2.6 1.7BSparkLLM (XHToken) · CN50.14/6—56.170.1—59.81.7Bdense1M—2026-10-19TApache-2.0
57DeepSeek-R1-Distill-Llama-70BDeepSeek · CN · unverified50.13/6—65.270.057.5—70.6Bdense128K—2025-01-20TMIT
58Ministral 3 3BMistral AI · FR49.43/6—53.472.154.8—3Bdense256K$0.10 / $0.102025-12-02T IApache-2.0
59Qwen3 8BAlibaba (Qwen) · CN · unverified48.53/6—62.067.357.5—8.2Bdense131K—2025-04-29TApache-2.0
60Edge0 8B-A1B (preview)Edge0 · ?47.23/670.170.763.3——7.9B1.4B128K—2026-09-08TApache-2.0
61Phi-4Microsoft (Phi) · US · unverified44.72/670.456.1———14.7Bdense16K$0.056 / $0.112024-12-12TMIT
62Tri-21B ThinkTrillion Labs · KR43.65/674.362.656.753.7—20.7Bdense32K—2026-02-18TApache-2.0
63OLMo 3 7B ThinkAi2 (OLMo) · US · fully open43.42/6—46.264.6——7.3Bdense64K—2025-11-20TApache-2.0
64LFM2.5 2.6BLiquid AI · US43.25/6—57.851.959.418.02.7Bdense128K$0.35 / $0.502026-07-28TLFM Open License
65Llama 3.3 70BMeta · US · unverified40.82/668.950.5———70.6Bdense128K$0.10 / $0.322024-12-06TLlama 3.3 Community
66MiMo-7B-RLXiaomi (MiMo) · CN · unverified40.74/658.654.455.449.3—7.8Bdense32K—2025-04-30TMIT
67DeepSeek-R1-Distill-Qwen-7BDeepSeek · CN · unverified39.83/6—49.155.537.6—7.6Bdense128K—2025-01-20TMIT
68Mistral Small 3.2Mistral AI · FR · unverified38.62/669.146.1———24Bdense128K$0.075 / $0.202025-06-20T IApache-2.0
69Gemma 4 E4BGoogle · US38.24/669.458.642.552.0—8Bdense128K—2026-04-02T I AApache-2.0
70EXAONE 4.0 1.2BLG AI Research (EXAONE) · KR36.14/659.352.045.245.3—1.3Bdense64K—2025-07-15TEXAONE License (non-commercial)
71Qwen3.5 2BAlibaba (Qwen) · CN33.02/666.551.6———2.3Bdense262K—2026-03-02T I VApache-2.0
72Gemma 3 27BGoogle · US · unverified32.73/667.542.4—29.7—27.4Bdense128K$0.080 / $0.162025-03-12T IGemma
73Gemma 4 E2BGoogle · US31.94/660.043.437.544.0—5.1Bdense128K—2026-04-02T I AApache-2.0
74SmolLM3 3BHugging Face (SmolLM) · FR · fully open30.43/6—41.736.730.0—3.1Bdense64K—2025-07-08TApache-2.0
75LFM2.5 1.2B ThinkingLiquid AI · US30.13/649.737.931.7——1.2Bdense32K—2026-01-20TLFM Open License
76LLaDA2.2 miniInclusionAI (Ling) · CN29.73/6—44.435.128.1—16.3B1.4B131K—2026-09-05TApache-2.0
77Gemma 3 12BGoogle · US · unverified28.43/660.640.9—24.6—12.2Bdense128K$0.040 / $0.122025-03-12T IGemma
78Llama 3.1 8BMeta · US · unverified21.32/648.330.4———8Bdense128K$0.020 / $0.0402024-07-23TLlama 3.1 Community
79LFM2.5 1.2B InstructLiquid AI · US20.63/644.438.914.0——1.2Bdense32K—2026-01-06TLFM Open License
80Apertus 1.5 8BSwiss AI Initiative (Apertus) · CH · fully open · unverified20.12/648.827.2———8.9Bdense262K—2026-07-24T I AApache-2.0
81EuroLLM 22B InstructEuroLLM (UTTER consortium) · PT · fully open19.22/650.926.8———22.6Bdense32K—2025-12-05TApache-2.0
82Gemma 3n E4BGoogle · US18.24/650.623.711.625.7—7.8Bdense32K—2025-06-26T I A VGemma
83Gemma 3 4BGoogle · US · unverified17.53/643.630.8—12.6—4.3Bdense128K$0.040 / $0.0502025-03-12T IGemma
84Gemma 3n E2BGoogle · US14.34/640.524.86.718.6—5.4Bdense32K—2025-06-26T I A VGemma
85LFM2.5 350MLiquid AI · US12.62/620.030.6———350Mdense32K—2026-03-31TLFM Open License
86Qwen3.5 0.8BAlibaba (Qwen) · CN10.72/642.311.9———900Mdense262K—2026-03-02T I VApache-2.0
87Gemma 3 1BGoogle · US · unverified6.13/614.719.2—1.9—1Bdense32K—2025-03-12TGemma
88LFM3-Omni 2BLiquid AI · US——————2.2Bdense128K—2026-10-21T I A VLFM Open License
89LFM3-VL 2BLiquid AI · US——————1.9Bdense128K—2026-10-19T ILFM Open License
90Sage-A1.5Shanghai AI Laboratory (InternScience) · CN——————36B3B262K—2026-10-15T IApache-2.0
91MiniCPM-V 4.7 1BOpenBMB (MiniCPM) · CN——————1.6Bdense262K—2026-10-06T I VApache-2.0
92Nemotron 3.5 Bolt E4BNVIDIA · US——————8Bdense65K—2026-10-05T I AOpenMDW-1.1
93FrogNano 4BMicrosoft (Phi) · US——————4.7Bdense262K—2026-09-17TMIT
94Luciole 23B ThinkingOpenLLM-France (Luciole) · FR——————23.2Bdense131K—2026-09-09TApache-2.0
95MiMo-V2.6-Distill-Qwen-9BXiaomi (MiMo) · CN · unverified——————9.4Bdense262K—2026-09TMIT
96LFM2.5-VL 3BLiquid AI · US——————3.1Bdense32K—2026-08-11T ILFM Open License
97Apertus 1.5 70BSwiss AI Initiative (Apertus) · CH · fully open · unverified——————72Bdense262K—2026-07-24T I AApache-2.0
98Luciole 8B InstructOpenLLM-France (Luciole) · FR——————8.1Bdense131K—2026-07-07TApache-2.0
99ALIA 40B InstructBarcelona Supercomputing Center (ALIA) · ES——————40.4Bdense164K—2026-06-30TApache-2.0
100Salamandra 7B InstructBarcelona Supercomputing Center (ALIA) · ES——————7.8Bdense164K—2026-06-30TApache-2.0
101North Mini CodeCohere · CA · unverified——————30B3B256K—2026-06-17TUnverified
102LFM2.5 8B-A1BLiquid AI · US———42.5——8.5B1B128K—2026-05-28TLFM Open License
103MiniCPM5 1BOpenBMB (MiniCPM) · CN——————1.1Bdense131K—2026-05-21TApache-2.0
104MiniCPM-V 4.6 ThinkingOpenBMB (MiniCPM) · CN——————1.3Bdense262K—2026-05-08T I VApache-2.0
105Nemotron 3 Nano Omni 30B-A3BNVIDIA · US · unverified——————31.6B3.5B256K—2026-04-28T I A VNVIDIA Open Model
106Laguna XS.2poolside · US—————69.933B3B262K—2026-04-28TApache-2.0
107Rnj-1.5 InstructEssential AI (Rnj) · US——————8.3Bdense164K—2026-04-22TApache-2.0
108MiniCPM-V 4.6OpenBMB (MiniCPM) · CN——————1.3Bdense262K—2026-04-13T I VApache-2.0
109Phi-4-reasoning-vision-15BMicrosoft (Phi) · US · unverified——————15Bdense32K—2026-03T IMIT
110TildeOpen 30BTilde · LV——————30.7Bdense64K—2026-02-04TCC-BY-4.0
111MiniCPM-o 4.5OpenBMB (MiniCPM) · CN——————9.4Bdense41K—2026-02-03T I A VApache-2.0
112Qwen3-Coder-NextAlibaba (Qwen) · CN · unverified—————70.679.7B3B262K$0.12 / $0.802026-01-30TApache-2.0
113EuroLLM 9B Instruct (2512)EuroLLM (UTTER consortium) · PT · fully open——————9.2Bdense32K—2026-01-26TApache-2.0
114AgentCPM-Explore 4BOpenBMB (MiniCPM) · CN——————4Bdense262K—2026-01-11TApache-2.0
115Step3-VL-10BStepFun · CN · unverified——————10Bdense64K—2026-01T IApache-2.0
116Nemotron 3 Nano 4BNVIDIA · US · unverified——————4Bdense262K—2026TNVIDIA Open Model
117HyperCLOVA X SEED Omni 8BNAVER (HyperCLOVA X) · KR · unverified——————10.7Bdense8K—2025-12-23T I AHyperCLOVA X SEED License
118Devstral Small 2Mistral AI · FR—————68.024Bdense256K—2025-12-09T IApache-2.0
119GLM-4.6V-FlashZ.ai (GLM) · CN · unverified——————9Bdense128K—2025-12-08T IMIT
120Trinity MiniArcee AI (Trinity) · US · unverified——58.6———26.1B3B131K—2025-12-01TOpenMDW-1.1
121BaguettotronPleIAs · FR · fully open——————320Mdense4K—2025-11-10TApache-2.0
122Bielik 11B v3 InstructSpeakLeash (Bielik) · PL · unverified——————11.2Bdense32K—2025-11-07TApache-2.0
123ERNIE 4.5 VL 28B-A3B ThinkingBaidu (ERNIE) · CN · unverified——————28B3B128K—2025-11-07T I VApache-2.0
124Kimi Linear 48B-A3BMoonshot AI (Kimi) · CN · unverified——————48B3B1M—2025-10-30TMIT
125gpt-oss-safeguard-20bOpenAI · US——————20.9B3.6B131K—2025-10-29TApache-2.0
126Ring-mini-2.0InclusionAI (Ling) · CN · unverified——————16.3B1.4B128K—2025-09-19TMIT
127Ling-mini-2.0InclusionAI (Ling) · CN · unverified——————16.3B1.4B128K—2025-09-09TMIT
128ERNIE 4.5 21B-A3B ThinkingBaidu (ERNIE) · CN · unverified——————21.8B3B128K—2025-09-08TApache-2.0
129Gemma 3 270MGoogle · US——————270Mdense32K—2025-08-14TGemma
130Qwen3-Coder 30B-A3BAlibaba (Qwen) · CN · unverified—————51.630.5B3.3B262K$0.15 / $0.602025-07-31TApache-2.0
131Teuken 7B Instruct v0.6OpenGPT-X (Teuken) · DE——————7.5Bdense4K—2025-07-28TCC-BY-NC-4.0
132Voxtral Small 24BMistral AI · FR · unverified——————24Bdense32K$0.10 / $0.302025-07-15T AApache-2.0
133ERNIE 4.5 0.3BBaidu (ERNIE) · CN——————360Mdense128K—2025-06-30TApache-2.0
134Kimi-VL-A3B-Thinking-2506Moonshot AI (Kimi) · CN · unverified——————16.4B2.8B128K—2025-06-21T I VMIT
135MiMo-VL-7B-RLXiaomi (MiMo) · CN · unverified——————8.3Bdense32K—2025-05-30T I VMIT
136Poro 2 70B InstructLumiOpen / AMD Silo AI (Poro) · FI——————70.6Bdense8K—2025-05-27TLlama 3.3 Community
137Phi-4-miniMicrosoft (Phi) · US · unverified—52.8————3.8Bdense128K—2025-02-26TMIT
138Llama 3.2 3BMeta · US · unverified——32.8———3.2Bdense128K$0.050 / $0.332024-09-25TLlama 3.2 Community
139Llama 3.2 1BMeta · US · unverified——27.2———1.2Bdense128K$0.027 / $0.202024-09-25TLlama 3.2 Community

Scores are self-reported by each lab unless marked: ✓ independently measured, * measured by another lab. "—" means not reported. Hover a score for its source and variant (e.g. AIME year). Input: T text · I image · A audio · V video.

The leaderboard is sorted by the Small LM Index: the expected average on six core benchmarks, with any the lab didn't report estimated from its other scores (how it works). Tick up to four models to compare them.