RigBench data 2026-10-22

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GPU value for local LLMs: tokens per second per dollar

Measured generation speed on Llama 2 7B Q4_0 (the standard llama.cpp test, best backend for each card) divided by the card's launch price. 50 cards have both numbers.

These are launch MSRPs, not used prices. Used prices are pending: we have not found a used-price source we can republish with a date and a link. Used and street prices can sit well below or well above launch price, so treat this table as a starting point and check current listings.

#CardVRAM GBtok/sLaunch MSRPtok/s per $100GB per $100Prices
1Intel Arc B5801272.0 measured$24928.94.8Amazon
2AMD Radeon RX 7800 XT16125 measured$49925.03.2Amazon
3NVIDIA RTX 30601280.6 measured$329 12 GB version24.53.6Amazon
4NVIDIA RTX 5070 Ti16182 measured$74924.42.1Amazon
5NVIDIA RTX 507012128 measured$54923.42.2Amazon
6Intel Arc B5701050.5 measured$21923.14.6Amazon
7AMD Radeon RX 9070 XT16137 measured$59922.92.7Amazon
8NVIDIA RTX 3060 Ti890.3 measured$39922.62.0Amazon
9AMD Radeon RX 7600860.9 measured$26922.63.0Amazon
10NVIDIA RTX 5060 Ti1697.0 measured$429 16 GB version22.63.7Amazon
11AMD Radeon RX 907016120 measured$54921.82.9Amazon
12AMD Radeon RX 9060 XT1674.0 measured$349 16 GB version21.24.6Amazon
13AMD Radeon RX 7900 GRE16116 measured$549 US launch Feb 202421.12.9Amazon
14NVIDIA RTX 308010146 measured$699 10 GB version20.81.4Amazon
15NVIDIA RTX 508016192 measured$99919.21.6Amazon
16AMD Radeon RX 7900 XTX24191 measured$99919.12.4Amazon
17NVIDIA GTX 1660641.4 measured$21918.92.7Amazon
18NVIDIA RTX 4070 SUPER12112 measured$59918.72.0Amazon
19AMD Radeon RX 680016106 measured$57918.42.8Amazon
20NVIDIA RTX 2070 SUPER888.1 measured$49917.61.6Amazon
21AMD Radeon RX 6700 XT1283.9 measured$47917.52.5Amazon
22AMD Radeon RX 7600 XT1656.1 measured$32917.14.9Amazon
23NVIDIA RTX 4070 Ti SUPER16136 measured$79917.02.0Amazon
24AMD Radeon RX 6650 XT864.5 measured$39916.22.0Amazon
25AMD Radeon RX 6600853.2 measured$32916.22.4Amazon
26NVIDIA RTX 4060 Ti864.0 measured$399 8 GB version16.02.0Amazon
27NVIDIA RTX 3070878.7 measured$49915.81.6Amazon
28AMD Radeon RX 6800 XT16100 measured$64915.52.5Amazon
29NVIDIA RTX 40701292.3 measured$59915.42.0Amazon
30NVIDIA RTX 2060 SUPER861.1 measured$39915.32.0Amazon
31Intel Arc A750844.0 measured$28915.22.8Amazon
32Intel Arc A7701653.1 measured$349 16 GB version15.24.6Amazon
33NVIDIA GTX 1050 Ti421.0 measured$13915.12.9Amazon
34NVIDIA RTX 4080 SUPER16150 measured$99915.01.6Amazon
35NVIDIA RTX 509032300 measured$1,99915.01.6Amazon
36AMD Radeon RX 6750 XT1282.3 measured$54915.02.2Amazon
37AMD Radeon RX 6600 XT853.9 measured$37914.22.1Amazon
38NVIDIA RTX 4070 Ti12114 measured$79914.21.5Amazon
39AMD Radeon RX 7900 XT20123 measured$89913.72.2Amazon
40NVIDIA RTX 408016143 measured$1,19912.01.3Amazon
41NVIDIA RTX 409024190 measured$1,59911.91.5Amazon
42NVIDIA RTX 309024172 measured$1,49911.41.6Amazon
43NVIDIA GTX 1070843.3 measured$379 standard; Founders Edition 44911.42.1Amazon
44NVIDIA GTX 1060628.2 measured$249 6 GB standard; Founders Edition 29911.32.4Amazon
45NVIDIA RTX 2080 Ti11109 measured$999 standard; Founders Edition 119910.91.1Amazon
46AMD Radeon RX 6900 XT16108 measured$99910.81.6Amazon
47NVIDIA GTX 1080 Ti1171.6 measured$69910.21.6Amazon
48NVIDIA GTX 1070 Ti843.4 measured$4499.71.8Amazon
49NVIDIA RTX 3090 Ti24172 measured$1,9998.61.2Amazon
50NVIDIA TITAN Xp1276.1 measured$1,200 Founders Edition only6.31.0Amazon

As an Amazon Associate I earn from qualifying purchases. Amazon links are searches for the card name and carry our Associates tag; they never change the order, which is sorted by measured speed per launch dollar. Affiliate policy.

How the numbers are worked out

tok/s per $100 = measured tok/s / launch MSRP × 100
GB per $100    = VRAM in GB / launch MSRP × 100

Speed is the fastest measured run of Llama 2 7B Q4_0 for the card with the whole model in GPU memory; click it for every run and its source. The test model is small (a 3.8 GB file), so this compares memory bandwidth and software support more than capacity. For bigger models, VRAM decides what runs at all: use the GB per $100 column and the Will it run? calculator. Thinking of renting instead? See rent or buy.

Prices: launch MSRP in US dollars from the Wikipedia series articles at these revisions, checked 2026-10-22. Those tables cite the vendors' announcements. Where a card launched at two prices (standard and Founders Edition) we use the standard price and say so next to it.

Priced but no measured Llama 2 7B Q4_0 run yet: Radeon RX 6950 XT, Radeon RX 7700 XT, GTX 1080, RTX 2060, RTX 2070, RTX 2080, RTX 2080 SUPER, RTX 3050, RTX 3070 Ti, RTX 3080 Ti, RTX 4060, RTX 4060 Ti 16GB, RTX 5060, TITAN RTX. Submit one.