the gpudex index · equal-weight basket of 27 gpu models · base 100 = 2026-08-12 · falling = compute getting cheaper
90.3▲ 1.9% / 24h
100 08/12 08/15 · 90.3 high 100.0 · low 86.7
B300 $12.19·B300 PC $11.33·B200 $6.25·H200 $5.00·H200 NVL $4.00·RTX PRO 6000 Max-Q $1.26·RTX PRO 6000 S $1.49·RTX PRO 6000 WS $1.53·H100 NVL $2.31·RTX 6000D $1.00·A800 PCIE $1.24·H100 PCIE $2.40·CMP 170HX $0.361·RTX 6000Ada $0.602·RTX A6000 $0.404·RTX PRO 5000 $0.628·L40S $0.801·A100 PCIE $0.630·A100 SXM4 $0.485·RTX 5000Ada $0.416·RTX 5090 $0.603·Tesla V100 $0.251·RTX 3090 $0.189·RTX 4090 $0.384·RTX PRO 4000 $0.296·RTX 5070 Ti $0.202·RTX 4070 $0.176B300 $12.19·B300 PC $11.33·B200 $6.25·H200 $5.00·H200 NVL $4.00·RTX PRO 6000 Max-Q $1.26·RTX PRO 6000 S $1.49·RTX PRO 6000 WS $1.53·H100 NVL $2.31·RTX 6000D $1.00·A800 PCIE $1.24·H100 PCIE $2.40·CMP 170HX $0.361·RTX 6000Ada $0.602·RTX A6000 $0.404·RTX PRO 5000 $0.628·L40S $0.801·A100 PCIE $0.630·A100 SXM4 $0.485·RTX 5000Ada $0.416·RTX 5090 $0.603·Tesla V100 $0.251·RTX 3090 $0.189·RTX 4090 $0.384·RTX PRO 4000 $0.296·RTX 5070 Ti $0.202·RTX 4070 $0.176
compute tokens: AKT $0.683 ▼1.9% · RNDR $1.92 ▼6.0% · NOS $0.552 ▲2.0% · CLORE $0.00289 ▲5.1% · FLUX $0.0302

no sales teams, no estimates, no curated prices. individuals plug a rig into the wall, name a price, and the market clears. this is the tape: live p2p gpu rentals, cross-market arbitrage, the retail cloud index — so you can see the landlord tax — the peer grid, and hashpower. every number on this page was pulled from a live public api within the last sixty seconds.

27
gpu models tracked
64
live offers scanned
47
independent hosts online
34,066
dlperf compute online
$353
tape value · $/hr if all cleared
$2049.143 $2482.568
$0.176
cheapest gpu-hour · RTX 4070
+8%
p2p vs cheapest cloud · 12 matched models

the map — where the market lives the rtx pro 6000 order book, geolocated by our rig's own scanner · bubble = machines · green cheap → red pricey, median $/gpu-hr · gold pulse = our rig · 5m refresh

regionmachinesoffersmedian $/gpu-hrbook takenreliability
reading the rig's scanner…

the model board · tile size = liquidity · green = got cheaper 24h · click opens the order book

B300$12.19 B300 PC$11.33 B200$6.25 H200$5.00 H200 NVL$4.00 RTX PRO 6000 Max-Q$1.26 RTX PRO 6000 S$1.49 RTX PRO 6000 WS$1.53 H100 NVL$2.31 RTX 6000D$1.00 A800 PCIE$1.24 H100 PCIE$2.40 CMP 170HX$0.361 RTX 6000Ada$0.602 RTX A6000$0.404 RTX PRO 5000$0.628 L40S$0.801 A100 PCIE$0.630 A100 SXM4$0.485 RTX 5000Ada$0.416 RTX 5090$0.603 Tesla V100$0.251 RTX 3090$0.189 RTX 4090$0.384 RTX PRO 4000$0.296 RTX 5070 Ti$0.202 RTX 4070$0.176

market — live deals best perf-per-dollar offer per model · vast.ai dlperf/$ · reliability ≥ 98%

“The best way to predict the future is to invent it.”

— alan kay · xerox parc, 1971
offer$/gpu-hrdlperf/$reliabilitylocation
RTX 5090 $0.603 331 99.6% Vietnam, VN rent →
RTX 5070 Ti $0.202 273 99.3% South Korea, KR rent →
RTX 4090 $0.384 253 99.1% Japan, JP rent →
2× RTX PRO 5000 $0.629 252 98.7% Alberta, CA rent →
RTX 3090 $0.189 235 99.8% , CN rent →
RTX 6000D $1.00 229 99.0% California, US rent →
RTX PRO 6000 Max-Q $1.26 225 99.6% Switzerland, CH rent →
RTX PRO 4000 $0.296 223 99.7% Australia, AU rent →
RTX 4070 $0.178 190 99.9% Washington, US rent →
RTX PRO 6000 S $1.49 188 99.8% Virginia, US rent →
RTX 6000Ada $0.602 187 99.9% Türkiye, TR rent →
2× RTX PRO 6000 WS $1.53 162 99.1% Czechia, CZ rent →

value is not the cheapest card. it is the most math per dollar from a host that stays up.

rent — live gpu tape cheapest verified on-demand offer per model · spot floor = interruptible auction · vast.ai · 60s refresh · click a row for the real offers

“The Analytical Engine weaves algebraic patterns, just as the Jacquard loom weaves flowers and leaves.”

— ada lovelace · notes on the analytical engine, 1843
gpuvram$/gpu-hrspot floor$/gb-hr$/mo 24/724htrendreliabilitylocationoffers
B300 269 GB $12.19 $11.25 $0.0453 $8,897 — 98.4% Utah, US 1 ☆ ⇄
B300 PC 269 GB $11.33 $10.67 $0.0421 $8,274 — · 99.1% California, US 1 ☆ ⇄
B200 179 GB $6.25 $5.94 $0.0349 $4,563 — 99.4% Oregon, US 4 ☆ ⇄
H200 140 GB $5.00 $3.64 $0.0357 $3,651 — 97.7% Germany, DE 1 ☆ ⇄
H200 NVL 140 GB $4.00 $1.47 $0.0286 $2,922 — 98.7% New Mexico, US 3 ☆ ⇄
RTX PRO 6000 Max-Q 96 GB $1.26 $0.341 $0.0131 $917 — · 99.6% Switzerland, CH 3 ☆ ⇄
RTX PRO 6000 S 96 GB $1.49 $0.668 $0.0155 $1,089 — 99.8% Virginia, US 4 ☆ ⇄
RTX PRO 6000 WS 96 GB $1.53 $0.469 $0.0160 $1,120 — 99.1% Czechia, CZ 3 ☆ ⇄
H100 NVL 94 GB $2.31 $2.25 $0.0246 $1,685 — 99.9% South Korea, KR 1 ☆ ⇄
RTX 6000D 84 GB $1.00 $0.934 $0.0119 $731 — · 99.0% California, US 4 ☆ ⇄
A800 PCIE 80 GB $1.24 $1.18 $0.0155 $906 — · 98.5% California, US 1 ☆ ⇄
H100 PCIE 80 GB $2.40 $1.67 $0.0300 $1,754 — 98.7% , US 1 ☆ ⇄
CMP 170HX 64 GB $0.361 $0.335 $0.0056 $264 — 96.0% Alberta, CA 4 ☆ ⇄
RTX 6000Ada 48 GB $0.602 $0.521 $0.0125 $440 — 99.9% Türkiye, TR 1 ☆ ⇄
RTX A6000 48 GB $0.404 $0.355 $0.0084 $295 — 99.3% Romania, RO 1 ☆ ⇄
RTX PRO 5000 48 GB $0.628 $0.287 $0.0131 $458 — 98.7% Alberta, CA 5 ☆ ⇄
L40S 45 GB $0.801 $0.774 $0.0178 $585 — 99.9% Taiwan, TW 2 ☆ ⇄
A100 PCIE 40 GB $0.630 $0.683 $0.0158 $460 — 99.5% Estonia, EE 2 ☆ ⇄
A100 SXM4 40 GB $0.485 $0.507 $0.0121 $354 — 95.6% California, US 2 ☆ ⇄
RTX 5000Ada 32 GB $0.416 $0.309 $0.0130 $303 — 99.1% Florida, US 1 ☆ ⇄
RTX 5090 32 GB $0.603 $0.513 $0.0188 $440 — 99.6% Vietnam, VN 5 ☆ ⇄
Tesla V100 32 GB $0.251 $0.167 $0.0078 $183 — 99.8% Minnesota, US 2 ☆ ⇄
RTX 3090 24 GB $0.189 $0.156 $0.0079 $138 — 99.8% , CN 3 ☆ ⇄
RTX 4090 24 GB $0.384 $0.354 $0.0160 $281 — 99.1% Japan, JP 5 ☆ ⇄
RTX PRO 4000 24 GB $0.296 $0.268 $0.0123 $216 — 99.7% Australia, AU 1 ☆ ⇄
RTX 5070 Ti 16 GB $0.202 $0.165 $0.0126 $148 — 99.3% South Korea, KR 1 ☆ ⇄
RTX 4070 12 GB $0.176 $0.128 $0.0146 $128 — 99.9% Washington, US 2 ☆ ⇄

the fit — what your money runs open-weights models vs the live tape · weights × quant + 2gb kv · decode is memory-bound: ~tok/s ≈ 0.75 × bandwidth ÷ active weights · multi-gpu scaled n^0.7 for the parallelism tax · batch 1 · the only ~estimates on this page, labeled as such

“Talk is cheap. Show me the code.”

— linus torvalds · linux-kernel mailing list, 2000
modelweightsq4 needsrig of the hour$/hr~tok/s~$/1M tokown the silicon
Llama 3.1 8B 8B 7 GB RTX 4070 Washington, US $0.178 ~82 ~$0.61 no consumer card holds it
gpt-oss-20b 21B A3.6B moe 15 GB RTX 3090 , CN $0.189 ~336 ~$0.16 no consumer card holds it
Mistral Small 3 24B 24B 17 GB RTX 3090 , CN $0.189 ~50 ~$1.04 no consumer card holds it
Gemma 3 27B 27B 19 GB RTX 3090 , CN $0.189 ~45 ~$1.17 no consumer card holds it
Qwen3 32B 32.8B 22 GB RTX 3090 , CN $0.189 ~37 ~$1.42 no consumer card holds it
Llama 3.3 70B 70.6B 45 GB RTX A6000 Romania, RO $0.404 ~14 ~$7.97 no consumer card holds it
Qwen 2.5 72B 72.7B 47 GB RTX A6000 Romania, RO $0.404 ~14 ~$8.21 no consumer card holds it
gpt-oss-120b 117B A5.1B moe 74 GB A100 PCIE United Kingdom, GB $1.00 ~385 ~$0.72 no consumer card holds it
Qwen3 235B 235B A22B moe 146 GB 4× RTX 4090 Japan, JP $1.66 ~156 ~$2.94 no consumer card holds it
GLM-4.5 355B 355B A32B moe 220 GB 8× RTX 5090 United Kingdom, GB $5.98 ~310 ~$5.35 no consumer card holds it
Llama 4 Maverick 400B 400B A17B moe 248 GB 8× RTX 5090 United Kingdom, GB $5.98 ~584 ~$2.84 no consumer card holds it
Llama 3.1 405B 405B 251 GB 8× RTX 5090 United Kingdom, GB $5.98 ~25 ~$67.67 no consumer card holds it
DeepSeek-R1 671B 671B A37B moe 415 GB 3× H200 NVL Mississippi, US $12.24 ~362 ~$9.4 no consumer card holds it
Kimi K2 1T 1026B A32.6B moe 633 GB 8× RTX PRO 6000 S California, US $13.34 ~305 ~$12.16 no consumer card holds it

deepseek-r1, the whole 671B of it, rents at $12.24/hr in q4 right now (3× H200 NVL) — roughly $9.4 per million tokens, single stream. the frontier api guys charge rent on open weights; the open market is one row up.

the arb — same silicon, five live markets vast.ai · runpod · akash on-chain · clore · tensordock · live · sorted by spread

“There is nothing new in Wall Street. There can't be, because speculation is as old as the hills.”

— jesse livermore · reminiscences of a stock operator, 1923
gpuvast.airunpodakashcloretensordockcheapest atspread
RTX 4090 $0.384 $0.340 ▯ $0.280 $0.146 $0.480 clore 70%
A100 SXM4 $0.485 $1.39 ▯ $1.07 — — vast.ai 65%
H100 NVL $2.31 $2.59 ▯ — $0.938 — clore 64%
RTX 3090 $0.189 — $0.090 $0.139 $0.200 akash 55%
A100 PCIE $0.630 $1.19 ▯ — — — vast.ai 47%
RTX 4070 $0.176 — — $0.123 — clore 30%
H200 $5.00 $3.59 ▯ — — — runpod 28%
RTX PRO 5000 $0.628 $0.820 ▯ — — — vast.ai 23%
RTX 5070 Ti $0.202 — — $0.260 — vast.ai 22%
RTX 6000Ada $0.602 $0.740 ▯ — — — vast.ai 19%
RTX 5090 $0.603 $0.690 ▯ $0.570 $0.594 $0.580 akash 17%
RTX PRO 6000 WS $1.53 $1.69 ▯ $1.44 — — akash 15%
CMP 170HX $0.361 — — $0.417 — vast.ai 13%
RTX A6000 $0.404 — — — $0.450 vast.ai 10%
B200 $6.25 $5.98 ▯ — — — runpod 4%
L40S $0.801 $0.790 ▯ — — — runpod 1%
RTX PRO 6000 S $1.49 — $1.49 — — akash 0%

clore's floor is bottom-tier hosts — some carry minimum-rental terms, and the vetting is thinner than vast's verified tier. that gap is not an error, it is the price of trust. the same card clears at three prices an api call apart; wide spreads are the market telling you it is still young.

the clouds — the retail market, live 18 clouds · 275 skus · via shadeform's keyless api · cheapest in-stock sku per model · * = listed price, no live stock · p2p saves = tape vs that sku

“The network is the computer.”

— john gage · sun microsystems, 1984
gpuvramcheapest cloud$/gpu-hrp2p bestp2p savescloudsskus live
B300 288 GB excesssupply* $4.50 $12.19 +171% 3 0/7
B200 192 GB boostrun* $3.74 $6.25 +67% 4 0/10
H200 141 GB excesssupply* $2.25 $5.00 +122% 6 0/16
GH200 96 GB lambdalabs* $2.29 — — 2 0/2
Gaudi 2 96 GB denvr* $1.10 — — 1 0/1
RTX PRO 6000 96 GB massedcompute $2.19 $1.49 −32% 7 1/20
H100 NVL 94 GB massedcompute* $3.16 $2.31 −27% 1 0/3
A100 80G 80 GB hyperstack $1.35 $0.485 −64% 9 10/33
H100 80 GB scaleway $3.30 $2.31 −30% 13 3/38
A6000 48 GB hyperstack $0.500 — — 6 13/33
L40 48 GB massedcompute $0.880 — — 3 6/8
L40S 48 GB massedcompute $0.880 $0.801 −9% 7 6/19
A40 48 GB vultr $1.86 — — 2 1/6
RTX 6000 Ada 48 GB massedcompute $0.970 $0.602 −38% 4 3/9
A100 40 GB denvr $1.40 $0.630 −55% 5 3/17
V100 32G 32 GB paperspace $2.34 — — 1 3/3
RTX 5090 32 GB excesssupply $0.650 $0.603 −7% 2 2/6
RTX 4090 24 GB excesssupply* $0.400 $0.384 −4% 3 0/7
L4 24 GB scaleway $0.950 — — 1 1/4
A5000 24 GB paperspace $1.42 — — 2 3/7
RTX 6000 24 GB lambdalabs* $0.690 — — 1 0/1
A10 24 GB lambdalabs $1.29 — — 1 1/1
A30 24 GB massedcompute* $0.350 — — 1 0/4
RTX 4000 Ada 20 GB digitalocean* $0.790 — — 1 0/1
A4000 16 GB paperspace $0.800 — — 2 3/8
A16 16 GB vultr* $0.510 — — 1 0/5
V100 16 GB paperspace $2.34 — — 3 1/6

green is money the landlord would have taken. the p2p tape clears below the cheapest retail cloud on 9 of 12 matched models — before you even negotiate.

the hyperscaler shelf aws · azure · gcp live list prices, us-east · on-demand linux · * = cloud listed price, no live stock

gpuawsazuregcpcheapest cloudp2p tapetape vs aws
H100 $6.88 $6.98 $11.06 $3.30 $2.31 0.3× the price
A100 80G $2.74 $3.67 $3.67 $1.35 $0.485 0.2× the price
H200 $7.91 — — $2.25* $4.00 0.5× the price
B200 $14.24 — — $3.74* $6.25 0.4× the price

this is the whole argument in one table: the same h100 rents for $6.88 on aws and $2.31 on the tape, right now. the hyperscalers are not selling compute, they are selling compliance — if you don't need it, the market is right there.

the machine — rent vs own live rate · your price · drag the hours

“We are what we repeatedly do. Excellence, then, is not an act, but a habit.”

— will durant, summarizing aristotle · 1926

the rate is live, the price is yours, the math is arithmetic. nothing on this page is estimated.

the buy side — own the silicon, in stock only newegg video-cards category, parsed live · add-to-cart button = actually in stock · 24h = retail median move · peer listings from r/hardwareswap + r/homelabsales · 30m refresh

“Cram more components onto integrated circuits.”

— gordon moore · electronics, 1965
gpuretail in stocklowestmedian24h$/gbvs msrplatest peer listingrent $/mo 24/7break-even
RTX 5070 Ti — — — — — — $1,100 13h ago $148 7.5 mo
RTX 5070 — — — — — — $1,100 13h ago — —
RTX 4070 Ti — — — — — — $550 1h ago — —
RTX 4070 — — — — — — $550 1h ago $128 4.3 mo

break-even is months of 24/7 renting that equal the purchase price. need it for a weekend? rent. need it forever? the table above is your shopping list.

the swap meet — latest peer listings, priced r/hardwareswap + r/homelabsales · active [H] posts with an asking price · newest first

listedaskinglistingwhere
0h ago $400 [USA-OR][H]EVGA RTX 3080 XC3 10GB, INTEL OPTANE 380GB SSDs, INTEL HYBRID 1TB+32GB SSDs[W] r/hardwareswap
1h ago $150 [USA-MO] [H] DDR5, 2tb, 4tb, 8tb NVMe SSDs, Intel Motherboard CPU Combos, & RTX 4070 [W] P r/hardwareswap

these are people, not storefronts. the price is whatever they typed — verify the card, pay with protection.

the other side — sell your gpu live tape rate × 70% utilization − power at $0.12/kwh · mining floor from whattomine, live · stated assumptions, real rates

“If you don't find a way to make money while you sleep, you will work until you die.”

— warren buffett · attributed
gputape rategross $/mopower drawest. power costnet $/mo
B300 $12.19 $6,228 1100 W $67 $6,161
B300 PC $11.33 $5,792 1100 W $67 $5,724
B200 $6.25 $3,194 1000 W $61 $3,133
H200 $5.00 $2,556 700 W $43 $2,513
H200 NVL $4.00 $2,046 600 W $37 $2,009
H100 PCIE $2.40 $1,228 350 W $21 $1,206
H100 NVL $2.31 $1,179 400 W $25 $1,155
RTX PRO 6000 WS $1.53 $784 550 W $34 $751
mining floortop coinrevenue $/dayprofit $/daytape $/day @70%renting pays
RTX 4090 Pearl $11.37 $10.41 $6.46 no — mine instead
RTX 5090 Pearl $11.01 $10.00 $10.13 1.0× more
RTX 5070 Ti Pearl $6.05 $5.53 $3.40 no — mine instead
RTX 3090 Pearl $4.77 $4.00 $3.17 no — mine instead
RTX 4070 Pearl $3.56 $3.20 $2.95 no — mine instead

the mining floor is the alternative bid: if renting pays less than mining, mine. the tape outbids mining on 1 of 5 consumer cards right now. plug in: host on vast · host on nuza.

the grid — the peer network, live who is actually plugged in, right now

“The value of a network is proportional to the square of the number of connected users.”

— bob metcalfe · metcalfe's law, 1980
networkpeers onlinegpus on offernotes
vast.ai market47 hosts64 offersindividuals & small ops, verified tier only
akash network29 gpu providers143 free / 370 totaldecentralized, on-chain, no company in the middle · 623 active leases · $6,257/day spend · 64% of gpus rented
clore market1,085 free / 2,756 listed62 modelsp2p servers, on-demand + spot floor, pays in clore or btc
io.net1,482 active gpus1,923 total · 26 modelsdepin aggregator — RTX 4090 ×792, H100 ×648, L40S ×223
flux6,960 nodes—cpu/ram/hdd app network, no gpus — the neighbors
golem792 providers200 computing nowthe oldest p2p compute market, still running
where the peers arelive offers
US26████████████████████████
CZ9████████
CA5█████
HU3███
TW3███
KR2██
GB2██
JP2██
CH1█
VN1█

this is what a market looks like without a landlord: rigs in vietnam, korea, ontario and oregon clearing against each other while you sleep.

hashpower — the other p2p compute market nicehash public stats · rigs selling hashrate, right now · 5m refresh

“If you don't believe me or don't get it, I don't have time to try to convince you, sorry.”

— satoshi nakamoto · bitcointalk, 2010
algorithmrigs sellingopen orders
sha256 (asicboost) 506,410 429
kheavyhash 35,573 43
scrypt 32,313 106
algo #2035 9,746 28
algo #62 3,527 24
algo #52 3,155 5

599,219 rigs sell hashpower by the terahash while you read this. compute has been p2p since 2009 — the ai market is just catching up.

the wires — every feed, its pulse cache age per upstream source · live = within its refresh window · the page never blocks on a dead wire, it serves the last good read

● vast on-demand tape0s ago
● vast spot floor0s ago
● clore market29s ago
● shadeform cloud index29s ago
● runpod29s ago
● akash providers3m ago
● akash gpu prices84s ago
● akash demand29s ago
● tensordock83s ago
● nicehash29s ago
● coingecko tokens29s ago
● io.net · flux · golem29s ago
● newegg + reddit buy side5m ago
● whattomine mining floor35m ago
● aws · azure · gcp shelf3h ago
● rig scanner · geo (local vast.db)4m ago

an index is only as honest as its wires. this is ours, in the open — when a source dies you'll see it here before you distrust a number.

why gpudex?

every price on this page is a person. a rig in a spare bedroom in vietnam, a basement in ontario, a datacenter cage someone rents by the month. no bundling, no enterprise agreements, no "contact sales" — plug in, name a price, clear. the people below built the machine this market trades in. this page is just the arithmetic, in their honor.

the minds the ones who actually invented the future · some famous, most forgotten

ada lovelacewrote the first algorithm meant for a machine, 1843 — before any machine could run it.
charles babbagedesigned the analytical engine; died before the world caught up.
alan turingdefined what computation is, then broke enigma with it.
john von neumannthe stored-program architecture every row of this tape still runs on.
claude shannonproved information is a physical quantity you can meter and sell. this page exists because of that proof.
grace hopperinvented the compiler; carried a nanosecond of wire in her purse to teach admirals latency.
hedy lamarrfilm star; co-invented frequency hopping, 1942 — the ancestor of wifi, bluetooth, gps. paid nothing for it.
seymour craybuilt the fastest machines on earth for three decades straight, mostly alone, in wisconsin.
doug engelbartthe mouse, hypertext, collaborative editing — demoed in 1968, ignored for decades.
alan kaydynabook, smalltalk, the gui you are reading this through.
dennis ritchiec and unix. every host in the tape above boots on his work.
steve jobsput the bicycle for the mind in a billion pockets, and made taste a business model.