Sunk Cost sunkcost.ai Data checked 2026-09-03

Every head-to-head: machine against machine, model against model

Every comparison on this site in one place: 86 machine match-ups and 47 model match-ups, each row carrying the prices, the memory and the speeds the comparison itself opens with. For one machine on its own, start at best buys by usage or the leaderboard.

The short version: none of the 51 machines compared here holds more than 38 of the 39 open models, and 2 of them hold that many. The cheapest that does is the Mac Studio M3 Ultra, 256GB at $7,099. The cheapest machine here at all is the GeForce RTX 3060, 12GB at $329, card only, which holds 11. Both of those prices are the ones those machines launched at, before they were discontinued.

Machine against machine

Five kinds of match-up: one machine per family, the middle of its range by price, against every other; every graphics card against every other card, since a card is bought as a part and a part is what people put against another part; every memory tier of one machine against the others, which is the question left once you have picked the box; each box against the cheapest box built on the same GPU with the same memory, where the whole question is what the dearer one charges on top; and every discontinued machine against the one that replaced it, which is the upgrade question. The two speeds in a row are on the strongest model both machines in it can hold at 32k of context, so they are running the same work.

Match-upPriceMemoryModels that fit, of 39Speed on a model both hold
DGX Spark, 128GB vs GMKtec EVO-X2, 128GB $4,699 vs $3,500 128 GB vs 128 GB 33 vs 33 11 vs 10 tok/s on Qwen3.8 27B, both estimated
DGX Spark, 128GB vs MacBook Air M5 (15-inch), 16GB $4,699 vs $1,499 128 GB vs 16 GB 33 vs 10 26 vs 14 tok/s on Gemma 4 12B, both estimated
DGX Spark, 128GB vs MacBook Pro M5 Pro (16-inch), 64GB $4,699 vs $3,999 128 GB vs 64 GB 33 vs 27 11 vs 12 tok/s on Qwen3.8 27B, both estimated
DGX Spark, 128GB vs Radeon AI PRO R9700, 32GB $4,699 vs $1,299card only 128 GB vs 32 GB 33 vs 27 11 vs 30 tok/s on Qwen3.8 27B, both estimated
DGX Spark, 128GB vs RTX PRO 6000 Blackwell, 96GB $4,699 vs $18,000card only 128 GB vs 96 GB 33 vs 33 11 vs 78 tok/s on Qwen3.8 27B, both estimated
Framework Desktop, 128GB vs Beelink GTR9 Pro, 128GB $3,449 vs $4,349 128 GB vs 128 GB 33 vs 33 10 vs 10 tok/s on Qwen3.8 27B, both estimated
Framework Desktop, 128GB vs Corsair AI Workstation 300, 128GB $3,449 vs $4,700 128 GB vs 128 GB 33 vs 33 10 vs 10 tok/s on Qwen3.8 27B, both estimated
Framework Desktop, 128GB vs GMKtec EVO-X2, 128GB $3,449 vs $3,500 128 GB vs 128 GB 33 vs 33 10 vs 10 tok/s on Qwen3.8 27B, both estimated
Framework Desktop, 128GB vs GMKtec EVO-X3, 128GB $3,449 vs $3,600 128 GB vs 128 GB 33 vs 33 10 vs 10 tok/s on Qwen3.8 27B, both estimated
Framework Desktop, 128GB vs HP Z2 Mini G1a, 128GB $3,449 vs $5,544 128 GB vs 128 GB 33 vs 33 10 vs 10 tok/s on Qwen3.8 27B, both estimated
Framework Desktop, 128GB vs Minisforum MS-S1 Max, 128GB $3,449 vs $3,799 128 GB vs 128 GB 33 vs 33 10 vs 10 tok/s on Qwen3.8 27B, both estimated
Framework Desktop, 64GB vs Framework Desktop, 128GB $1,959 vs $3,449 64 GB vs 128 GB 27 vs 33 10 vs 10 tok/s on Qwen3.8 27B, both estimated
Framework Desktop, 64GB vs GMKtec EVO-X2, 64GB $1,959 vs $2,200 64 GB vs 64 GB 27 vs 27 10 vs 10 tok/s on Qwen3.8 27B, both estimated
GeForce RTX 3090, 24GB vs GeForce RTX 3060, 12GB $1,499card only vs $329card only 24 GB vs 12 GB 24 vs 11 88 vs 38 tok/s on Gemma 4 12B, both estimated
GeForce RTX 3090, 24GB vs GeForce RTX 4080, 16GB $1,499card only vs $1,199card only 24 GB vs 16 GB 24 vs 13 88 vs 74 tok/s on Gemma 4 12B, both estimated
GeForce RTX 3090, 24GB vs Radeon AI PRO R9700, 32GB $1,499card only vs $1,299card only 24 GB vs 32 GB 24 vs 27 38 vs 30 tok/s on Qwen3.8 27B, both estimated
GeForce RTX 4080, 16GB vs GeForce RTX 3060, 12GB $1,199card only vs $329card only 16 GB vs 12 GB 13 vs 11 74 vs 38 tok/s on Gemma 4 12B, both estimated
GeForce RTX 4090, 24GB vs GeForce RTX 3060, 12GB $1,599card only vs $329card only 24 GB vs 12 GB 24 vs 11 102 vs 38 tok/s on Gemma 4 12B, both estimated
GeForce RTX 4090, 24GB vs GeForce RTX 3090, 24GB $1,599card only vs $1,499card only 24 GB vs 24 GB 24 vs 24 44 vs 38 tok/s on Qwen3.8 27B, both estimated
GeForce RTX 4090, 24GB vs GeForce RTX 4080, 16GB $1,599card only vs $1,199card only 24 GB vs 16 GB 24 vs 13 102 vs 74 tok/s on Gemma 4 12B, both estimated
GeForce RTX 4090, 24GB vs Radeon AI PRO R9700, 32GB $1,599card only vs $1,299card only 24 GB vs 32 GB 24 vs 27 44 vs 30 tok/s on Qwen3.8 27B, both estimated
GeForce RTX 5090, 32GB vs GeForce RTX 3060, 12GB $1,999card only vs $329card only 32 GB vs 12 GB 27 vs 11 155 vs 38 tok/s on Gemma 4 12B, both estimated
GeForce RTX 5090, 32GB vs GeForce RTX 3090, 24GB $1,999card only vs $1,499card only 32 GB vs 24 GB 27 vs 24 66 vs 38 tok/s on Qwen3.8 27B, both estimated
GeForce RTX 5090, 32GB vs GeForce RTX 4080, 16GB $1,999card only vs $1,199card only 32 GB vs 16 GB 27 vs 13 155 vs 74 tok/s on Gemma 4 12B, both estimated
GeForce RTX 5090, 32GB vs GeForce RTX 4090, 24GB $1,999card only vs $1,599card only 32 GB vs 24 GB 27 vs 24 66 vs 44 tok/s on Qwen3.8 27B, both estimated
GeForce RTX 5090, 32GB vs Radeon AI PRO R9700, 32GB $1,999card only vs $1,299card only 32 GB vs 32 GB 27 vs 27 66 vs 30 tok/s on Qwen3.8 27B, both estimated
GMKtec EVO-X2, 128GB vs MacBook Air M5 (15-inch), 16GB $3,500 vs $1,499 128 GB vs 16 GB 33 vs 10 24 vs 14 tok/s on Gemma 4 12B, both estimated
GMKtec EVO-X2, 128GB vs MacBook Pro M5 Pro (16-inch), 64GB $3,500 vs $3,999 128 GB vs 64 GB 33 vs 27 10 vs 12 tok/s on Qwen3.8 27B, both estimated
GMKtec EVO-X2, 128GB vs Radeon AI PRO R9700, 32GB $3,500 vs $1,299card only 128 GB vs 32 GB 33 vs 27 10 vs 30 tok/s on Qwen3.8 27B, both estimated
GMKtec EVO-X2, 128GB vs RTX PRO 6000 Blackwell, 96GB $3,500 vs $18,000card only 128 GB vs 96 GB 33 vs 33 10 vs 78 tok/s on Qwen3.8 27B, both estimated
GMKtec EVO-X2, 64GB vs GMKtec EVO-X2, 128GB $2,200 vs $3,500 64 GB vs 128 GB 27 vs 33 10 vs 10 tok/s on Qwen3.8 27B, both estimated
Mac mini M4 Pro, 24GB vs Mac mini M5 Pro, 24GB $1,399 vs $1,699 24 GB vs 24 GB 13 vs 13 26 vs 29 tok/s on Gemma 4 12B, both estimated
Mac mini M4 Pro, 48GB vs Mac mini M5 Pro, 48GB $1,799 vs $2,299 48 GB vs 48 GB 27 vs 27 11 vs 12 tok/s on Qwen3.8 27B, both estimated
Mac mini M4 Pro, 64GB vs Mac mini M5 Pro, 64GB $1,999 vs $2,699 64 GB vs 64 GB 27 vs 27 11 vs 12 tok/s on Qwen3.8 27B, both estimated
Mac mini M4, 16GB vs Mac mini M6, 16GB $599 vs $899 16 GB vs 16 GB 10 vs 10 11 vs 14 tok/s on Gemma 4 12B, both estimated
Mac mini M4, 24GB vs Mac mini M6, 24GB $799 vs $1,099 24 GB vs 24 GB 13 vs 13 11 vs 16 tok/s on Gemma 4 12B, both estimated
Mac mini M4, 32GB vs Mac mini M6, 32GB $999 vs $1,299 32 GB vs 32 GB 19 vs 19 4.8 vs 6.9 tok/s on Qwen3.8 27B, both estimated
Mac mini M5 Pro, 24GB vs DGX Spark, 128GB $1,699 vs $4,699 24 GB vs 128 GB 13 vs 33 29 vs 26 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 24GB vs GMKtec EVO-X2, 128GB $1,699 vs $3,500 24 GB vs 128 GB 13 vs 33 29 vs 24 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 24GB vs Mac mini M5 Pro, 48GB $1,699 vs $2,299 24 GB vs 48 GB 13 vs 27 29 vs 29 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 24GB vs Mac mini M5 Pro, 64GB $1,699 vs $2,699 24 GB vs 64 GB 13 vs 27 29 vs 29 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 24GB vs Mac Studio M5 Max, 128GB $1,699 vs $5,099 24 GB vs 128 GB 13 vs 33 29 vs 58 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 24GB vs MacBook Air M5 (15-inch), 16GB $1,699 vs $1,499 24 GB vs 16 GB 13 vs 10 29 vs 14 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 24GB vs MacBook Pro M5 Pro (16-inch), 64GB $1,699 vs $3,999 24 GB vs 64 GB 13 vs 27 29 vs 29 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 24GB vs Radeon AI PRO R9700, 32GB $1,699 vs $1,299card only 24 GB vs 32 GB 13 vs 27 29 vs 70 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 24GB vs RTX PRO 6000 Blackwell, 96GB $1,699 vs $18,000card only 24 GB vs 96 GB 13 vs 33 29 vs 182 tok/s on Gemma 4 12B, both estimated
Mac mini M5 Pro, 48GB vs Mac mini M5 Pro, 64GB $2,299 vs $2,699 48 GB vs 64 GB 27 vs 27 12 vs 12 tok/s on Qwen3.8 27B, both estimated
Mac mini M6, 16GB vs Mac mini M6, 24GB $899 vs $1,099 16 GB vs 24 GB 10 vs 13 14 vs 16 tok/s on Gemma 4 12B, both estimated
Mac mini M6, 16GB vs Mac mini M6, 32GB $899 vs $1,299 16 GB vs 32 GB 10 vs 19 14 vs 16 tok/s on Gemma 4 12B, both estimated
Mac mini M6, 24GB vs Mac mini M6, 32GB $1,099 vs $1,299 24 GB vs 32 GB 13 vs 19 16 vs 16 tok/s on Gemma 4 12B, both estimated
Mac Studio M3 Ultra, 256GB vs Mac Studio M5 Ultra, 256GB $7,099 vs $10,799 256 GB vs 256 GB 38 vs 38 22 vs 32 tok/s on GLM-5.3-Flash, both estimated
Mac Studio M3 Ultra, 96GB vs Mac Studio M5 Ultra, 96GB $3,999 vs $5,499 96 GB vs 96 GB 29 vs 29 33 vs 48 tok/s on Qwen3.8 27B, both estimated
Mac Studio M4 Max, 128GB vs Mac Studio M5 Max, 128GB $3,499 vs $5,099 128 GB vs 128 GB 33 vs 33 22 vs 25 tok/s on Qwen3.8 27B, both estimated
Mac Studio M4 Max, 36GB vs Mac Studio M5 Max, 36GB $1,999 vs $2,499 36 GB vs 36 GB 27 vs 27 17 vs 19 tok/s on Qwen3.8 27B, both estimated
Mac Studio M4 Max, 48GB vs Mac Studio M5 Max, 48GB $2,499 vs $3,099 48 GB vs 48 GB 27 vs 27 22 vs 25 tok/s on Qwen3.8 27B, both estimated
Mac Studio M4 Max, 64GB vs Mac Studio M5 Max, 64GB $2,699 vs $3,499 64 GB vs 64 GB 27 vs 27 22 vs 25 tok/s on Qwen3.8 27B, both estimated
Mac Studio M5 Max, 128GB vs DGX Spark, 128GB $5,099 vs $4,699 128 GB vs 128 GB 33 vs 33 25 vs 11 tok/s on Qwen3.8 27B, both estimated
Mac Studio M5 Max, 128GB vs GMKtec EVO-X2, 128GB $5,099 vs $3,500 128 GB vs 128 GB 33 vs 33 25 vs 10 tok/s on Qwen3.8 27B, both estimated
Mac Studio M5 Max, 128GB vs MacBook Air M5 (15-inch), 16GB $5,099 vs $1,499 128 GB vs 16 GB 33 vs 10 58 vs 14 tok/s on Gemma 4 12B, both estimated
Mac Studio M5 Max, 128GB vs MacBook Pro M5 Pro (16-inch), 64GB $5,099 vs $3,999 128 GB vs 64 GB 33 vs 27 25 vs 12 tok/s on Qwen3.8 27B, both estimated
Mac Studio M5 Max, 128GB vs Radeon AI PRO R9700, 32GB $5,099 vs $1,299card only 128 GB vs 32 GB 33 vs 27 25 vs 30 tok/s on Qwen3.8 27B, both estimated
Mac Studio M5 Max, 128GB vs RTX PRO 6000 Blackwell, 96GB $5,099 vs $18,000card only 128 GB vs 96 GB 33 vs 33 25 vs 78 tok/s on Qwen3.8 27B, both estimated
Mac Studio M5 Max, 48GB vs Mac Studio M5 Max, 128GB $3,099 vs $5,099 48 GB vs 128 GB 27 vs 33 25 vs 25 tok/s on Qwen3.8 27B, both estimated
Mac Studio M5 Max, 48GB vs Mac Studio M5 Max, 64GB $3,099 vs $3,499 48 GB vs 64 GB 27 vs 27 25 vs 25 tok/s on Qwen3.8 27B, both estimated
Mac Studio M5 Max, 64GB vs Mac Studio M5 Max, 128GB $3,499 vs $5,099 64 GB vs 128 GB 27 vs 33 25 vs 25 tok/s on Qwen3.8 27B, both estimated
MacBook Air M5 (13-inch), 16GB vs MacBook Air M5 (15-inch), 16GB $1,299 vs $1,499 16 GB vs 16 GB 10 vs 10 14 vs 14 tok/s on Gemma 4 12B, both estimated
MacBook Air M5 (15-inch), 16GB vs MacBook Pro M5 Pro (16-inch), 64GB $1,499 vs $3,999 16 GB vs 64 GB 10 vs 27 14 vs 29 tok/s on Gemma 4 12B, both estimated
MacBook Air M5 (15-inch), 16GB vs Radeon AI PRO R9700, 32GB $1,499 vs $1,299card only 16 GB vs 32 GB 10 vs 27 14 vs 70 tok/s on Gemma 4 12B, both estimated
MacBook Air M5 (15-inch), 16GB vs RTX PRO 6000 Blackwell, 96GB $1,499 vs $18,000card only 16 GB vs 96 GB 10 vs 33 14 vs 182 tok/s on Gemma 4 12B, both estimated
MacBook Pro M5 (14-inch), 16GB vs MacBook Pro M5 (14-inch), 32GB $1,999 vs $2,399 16 GB vs 32 GB 10 vs 19 14 vs 14 tok/s on Gemma 4 12B, both estimated
MacBook Pro M5 Max (16-inch), 48GB vs MacBook Pro M5 Max (16-inch), 128GB $4,999 vs $6,999 48 GB vs 128 GB 27 vs 33 25 vs 25 tok/s on Qwen3.8 27B, both estimated
MacBook Pro M5 Max (16-inch), 48GB vs MacBook Pro M5 Max (16-inch), 64GB $4,999 vs $5,399 48 GB vs 64 GB 27 vs 27 25 vs 25 tok/s on Qwen3.8 27B, both estimated
MacBook Pro M5 Max (16-inch), 64GB vs MacBook Pro M5 Max (16-inch), 128GB $5,399 vs $6,999 64 GB vs 128 GB 27 vs 33 25 vs 25 tok/s on Qwen3.8 27B, both estimated
MacBook Pro M5 Pro (16-inch), 24GB vs MacBook Pro M5 Pro (16-inch), 48GB $2,999 vs $3,599 24 GB vs 48 GB 13 vs 27 29 vs 29 tok/s on Gemma 4 12B, both estimated
MacBook Pro M5 Pro (16-inch), 24GB vs MacBook Pro M5 Pro (16-inch), 64GB $2,999 vs $3,999 24 GB vs 64 GB 13 vs 27 29 vs 29 tok/s on Gemma 4 12B, both estimated
MacBook Pro M5 Pro (16-inch), 48GB vs MacBook Pro M5 Pro (16-inch), 64GB $3,599 vs $3,999 48 GB vs 64 GB 27 vs 27 12 vs 12 tok/s on Qwen3.8 27B, both estimated
MacBook Pro M5 Pro (16-inch), 64GB vs Radeon AI PRO R9700, 32GB $3,999 vs $1,299card only 64 GB vs 32 GB 27 vs 27 12 vs 30 tok/s on Qwen3.8 27B, both estimated
MacBook Pro M5 Pro (16-inch), 64GB vs RTX PRO 6000 Blackwell, 96GB $3,999 vs $18,000card only 64 GB vs 96 GB 27 vs 33 12 vs 78 tok/s on Qwen3.8 27B, both estimated
Radeon AI PRO R9700, 32GB vs GeForce RTX 3060, 12GB $1,299card only vs $329card only 32 GB vs 12 GB 27 vs 11 70 vs 38 tok/s on Gemma 4 12B, both estimated
Radeon AI PRO R9700, 32GB vs GeForce RTX 4080, 16GB $1,299card only vs $1,199card only 32 GB vs 16 GB 27 vs 13 70 vs 74 tok/s on Gemma 4 12B, both estimated
RTX PRO 6000 Blackwell, 96GB vs GeForce RTX 3060, 12GB $18,000card only vs $329card only 96 GB vs 12 GB 33 vs 11 182 vs 38 tok/s on Gemma 4 12B, both estimated
RTX PRO 6000 Blackwell, 96GB vs GeForce RTX 3090, 24GB $18,000card only vs $1,499card only 96 GB vs 24 GB 33 vs 24 78 vs 38 tok/s on Qwen3.8 27B, both estimated
RTX PRO 6000 Blackwell, 96GB vs GeForce RTX 4080, 16GB $18,000card only vs $1,199card only 96 GB vs 16 GB 33 vs 13 182 vs 74 tok/s on Gemma 4 12B, both estimated
RTX PRO 6000 Blackwell, 96GB vs GeForce RTX 4090, 24GB $18,000card only vs $1,599card only 96 GB vs 24 GB 33 vs 24 78 vs 44 tok/s on Qwen3.8 27B, both estimated
RTX PRO 6000 Blackwell, 96GB vs GeForce RTX 5090, 32GB $18,000card only vs $1,999card only 96 GB vs 32 GB 33 vs 27 78 vs 66 tok/s on Qwen3.8 27B, both estimated
RTX PRO 6000 Blackwell, 96GB vs Radeon AI PRO R9700, 32GB $18,000card only vs $1,299card only 96 GB vs 32 GB 33 vs 27 78 vs 30 tok/s on Qwen3.8 27B, both estimated

Model against model

Each model against the next one down the leaderboard, which is the choice you face once you know what your machine holds. The machine named in a row is the cheapest here that runs both, so the two can be weighed on one computer.

Match-upScoreWeightsCheapest machine that runs both
GLM-5.3-Flash vs Qwen3.8 Flash Next 42 vs 40 189 GB vs 120 GB Mac Studio M5 Ultra, 256GB $10,799 Open in the calculator
Qwen3.8 Flash Next vs DeepSeek V4-Flash 40 vs 35 120 GB vs 155 GB Mac Studio M5 Ultra, 256GB $10,799 Open in the calculator
DeepSeek V4-Flash vs Qwen3.8 27B 35 vs 34 155 GB vs 16 GB Mac Studio M5 Ultra, 256GB $10,799 Open in the calculator
Qwen3.8 27B vs Inkling Small 34 vs 26 16 GB vs 163 GB Mac Studio M5 Ultra, 256GB $10,799 Open in the calculator
Inkling Small vs Tencent Hy3 26 vs 26 163 GB vs 182 GB none listed
Tencent Hy3 vs Ling 3.0 flash 26 vs 25 182 GB vs 78 GB none listed
Ling 3.0 flash vs MiniMax M2.7 25 vs 23 78 GB vs 140 GB Mac Studio M5 Ultra, 256GB $10,799 Open in the calculator
MiniMax M2.7 vs Qwen3.6 27B 23 vs 22 140 GB vs 17 GB Mac Studio M5 Ultra, 256GB $10,799 Open in the calculator
Qwen3.6 27B vs Qwen3.6 35B-A3B 22 vs 19 17 GB vs 22 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Qwen3.6 35B-A3B vs Muse Glimmer 30B 19 vs 18 22 GB vs 17 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Muse Glimmer 30B vs Gemma 4 26B-A4B 18 vs 17 17 GB vs 17 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Gemma 4 26B-A4B vs Qwen3.5 122B-A10B 17 vs 16 17 GB vs 78 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Qwen3.5 122B-A10B vs Gemma 4 31B it 16 vs 15 78 GB vs 20 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Gemma 4 31B it vs Granite 4.2 30B 15 vs 15 20 GB vs 18 GB AMD Radeon AI PRO R9700, 32GB $1,299card only Open in the calculator
Granite 4.2 30B vs GLM-4.7-Flash 15 vs 15 18 GB vs 18 GB AMD Radeon AI PRO R9700, 32GB $1,299card only Open in the calculator
GLM-4.7-Flash vs Gemma 4 12B 15 vs 14 18 GB vs 7.1 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Gemma 4 12B vs Qwen3.5 9B 14 vs 14 7.1 GB vs 5.7 GB Mac mini M6, 16GB $899 Open in the calculator
Qwen3.5 9B vs Nemotron 3.5 Lightning 30B-A3B 14 vs 14 5.7 GB vs 25 GB AMD Radeon AI PRO R9700, 32GB $1,299card only Open in the calculator
Nemotron 3.5 Lightning 30B-A3B vs Qwen3 235B-A22B Instruct 2507 14 vs 13 25 GB vs 142 GB Mac Studio M5 Ultra, 256GB $10,799 Open in the calculator
Qwen3 235B-A22B Instruct 2507 vs MiniCPM5 2B 13 vs 13 142 GB vs 1.6 GB Mac Studio M5 Ultra, 256GB $10,799 Open in the calculator
MiniCPM5 2B vs Qwen3.5 4B 13 vs 13 1.6 GB vs 2.7 GB Mac mini M6, 16GB $899 Open in the calculator
Qwen3.5 4B vs gpt-oss-120b 13 vs 12 2.7 GB vs 63 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
gpt-oss-120b vs Ling 3.0 tiny 12 vs 12 63 GB vs 4.8 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Ling 3.0 tiny vs Granite 4.2 8B 12 vs 12 4.8 GB vs 5.3 GB Mac mini M6, 24GB $1,099 Open in the calculator
Granite 4.2 8B vs GLM-4.5-Air 12 vs 11 5.3 GB vs 73 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
GLM-4.5-Air vs Mistral Small 4 (119B-2603) 11 vs 11 73 GB vs 74 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Mistral Small 4 (119B-2603) vs Qwen3 30B-A3B Instruct 2507 11 vs 10 74 GB vs 19 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Qwen3 30B-A3B Instruct 2507 vs Qwen3-Coder 30B-A3B 10 vs 10 19 GB vs 19 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Qwen3-Coder 30B-A3B vs Qwen3-Coder Next 10 vs 10 19 GB vs 48 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Qwen3-Coder Next vs gpt-oss-20b 10 vs 9 48 GB vs 12 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
gpt-oss-20b vs Gemma 4 E4B 9 vs 9 12 GB vs 5.2 GB Mac mini M6, 24GB $1,099 Open in the calculator
Gemma 4 E4B vs Devstral 2 123B 9 vs 9 5.2 GB vs 75 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Devstral 2 123B vs DeepSeek-R1-Distill-Qwen-32B 9 vs 8 75 GB vs 20 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
DeepSeek-R1-Distill-Qwen-32B vs DeepSeek-R1-Distill-Llama-70B 8 vs 8 20 GB vs 43 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
DeepSeek-R1-Distill-Llama-70B vs Llama 3.3 70B Instruct 8 vs 8 43 GB vs 43 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Llama 3.3 70B Instruct vs LFM2.5 2.6B 8 vs 8 43 GB vs 1.7 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
LFM2.5 2.6B vs Devstral Small 2 24B 8 vs 8 1.7 GB vs 14 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Devstral Small 2 24B vs Llama 3.1 8B Instruct 8 vs 7 14 GB vs 4.9 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Llama 3.1 8B Instruct vs Qwen3 32B 7 vs 7 4.9 GB vs 20 GB AMD Radeon AI PRO R9700, 32GB $1,299card only Open in the calculator
Qwen3 32B vs Mistral Small 3.2 24B Instruct 7 vs 7 20 GB vs 14 GB AMD Radeon AI PRO R9700, 32GB $1,299card only Open in the calculator
Mistral Small 3.2 24B Instruct vs Qwen3 14B 7 vs 6 14 GB vs 9.0 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Qwen3 14B vs Llama 4 Scout 17B-16E 6 vs 6 9.0 GB vs 65 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Llama 4 Scout 17B-16E vs Ministral 3 14B 6 vs 6 65 GB vs 8.2 GB Strix Halo Framework Desktop, 128GB $3,449 Open in the calculator
Ministral 3 14B vs Qwen3 8B 6 vs 5 8.2 GB vs 5.0 GB Mac mini M6, 24GB $1,099 Open in the calculator
Qwen3 8B vs Gemma 3 27B it 5 vs 5 5.0 GB vs 17 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Gemma 3 27B it vs Ministral 3 8B 5 vs 5 17 GB vs 5.2 GB Strix Halo Framework Desktop, 32GB $1,269 Open in the calculator
Ministral 3 8B vs Gemma 3 12B it 5 vs 4 5.2 GB vs 7.3 GB Mac mini M6, 16GB $899 Open in the calculator

Every figure here is the one the page behind it prints, at the same defaults: 500k tokens a day at 15:1 input to output, 32k of context, $0.17 per kWh, and today's API prices held flat. A speed that says estimated is worked out from memory bandwidth rather than measured. Graphics cards are priced as the card alone, so add the PC around one before comparing it with a complete computer. Scores are the Artificial Analysis Intelligence Index v4.3. Each calculator link opens the machine in its row running the first model named; change any of it once you are there.