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 PC $11.33·B200 $6.25·H200 NVL $4.00·RTX PRO 6000 Max-Q $1.10·RTX PRO 6000 S $1.40·RTX PRO 6000 WS $2.47·H100 NVL $2.93·RTX 6000D $1.04·A800 PCIE $0.827·H100 PCIE $2.00·CMP 170HX $0.377·L40S $0.801·RTX 5880Ada $0.804·RTX 6000Ada $0.753·RTX PRO 5000 $0.592·L40 $0.495·A100 PCIE $0.570·A100 SXM4 $0.428·RTX 5000Ada $0.377·RTX 5090 $0.601·RTX 3090 $0.202·RTX 4090 $0.508·RTX PRO 4000 $0.204·RTX 5060 Ti $0.122·RTX 5070 Ti $0.162·Tesla V100 $0.109·RTX 4070S $0.165B300 PC $11.33·B200 $6.25·H200 NVL $4.00·RTX PRO 6000 Max-Q $1.10·RTX PRO 6000 S $1.40·RTX PRO 6000 WS $2.47·H100 NVL $2.93·RTX 6000D $1.04·A800 PCIE $0.827·H100 PCIE $2.00·CMP 170HX $0.377·L40S $0.801·RTX 5880Ada $0.804·RTX 6000Ada $0.753·RTX PRO 5000 $0.592·L40 $0.495·A100 PCIE $0.570·A100 SXM4 $0.428·RTX 5000Ada $0.377·RTX 5090 $0.601·RTX 3090 $0.202·RTX 4090 $0.508·RTX PRO 4000 $0.204·RTX 5060 Ti $0.122·RTX 5070 Ti $0.162·Tesla V100 $0.109·RTX 4070S $0.165
compute tokens: AKT $0.694 ▲1.0% · RNDR $1.90 ▼4.3% · NOS $0.513 ▲2.7% · CLORE $0.00261 ▼2.6% · FLUX $0.0217 ▼22.2%

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
43
independent hosts online
21,007
dlperf compute online
$193
tape value · $/hr if all cleared
$2049.143 $2482.568
$0.109
cheapest gpu-hour · Tesla V100
−17%
p2p vs cheapest cloud · 11 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 PC$11.33 B200$6.25 H200 NVL$4.00 RTX PRO 6000 Max-Q$1.10 RTX PRO 6000 S$1.40 RTX PRO 6000 WS$2.47 H100 NVL$2.93 RTX 6000D$1.04 A800 PCIE$0.827 H100 PCIE$2.00 CMP 170HX$0.377 L40S$0.801 RTX 5880Ada$0.804 RTX 6000Ada$0.753 RTX PRO 5000$0.592 L40$0.495 A100 PCIE$0.570 A100 SXM4$0.428 RTX 5000Ada$0.377 RTX 5090$0.601 RTX 3090$0.202 RTX 4090$0.508 RTX PRO 4000$0.204 RTX 5060 Ti$0.122 RTX 5070 Ti$0.162 Tesla V100$0.109 RTX 4070S$0.165

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 5070 Ti $0.162 337 99.1% South Korea, KR rent →
RTX PRO 4000 $0.204 323 99.3% Alberta, CA rent →
2× RTX 5060 Ti $0.122 316 99.6% Denmark, DK rent →
RTX PRO 5000 $0.607 273 99.5% India, IN rent →
RTX 5090 $0.736 271 99.6% Vietnam, VN rent →
2× RTX PRO 6000 Max-Q $1.10 258 99.1% Japan, JP rent →
RTX 3090 $0.202 221 98.3% Thailand, TH rent →
RTX 6000D $1.04 220 99.1% Japan, JP rent →
2× RTX 4070S $0.165 209 99.6% Anhui, CN rent →
CMP 170HX $0.415 204 98.8% Kenya, KE rent →
RTX PRO 6000 S $1.40 199 99.8% Bulgaria, BG rent →
L40 $0.495 188 99.1% New York, US 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 PC 269 GB $11.33 $10.67 $0.0421 $8,274 — · 99.2% California, US 1 ☆ ⇄
B200 179 GB $6.25 $5.94 $0.0349 $4,564 — 99.8% Oregon, US 2 ☆ ⇄
H200 NVL 140 GB $4.00 $1.47 $0.0286 $2,922 — 98.9% New Mexico, US 3 ☆ ⇄
RTX PRO 6000 Max-Q 96 GB $1.10 $0.368 $0.0115 $803 — · 99.1% Japan, JP 3 ☆ ⇄
RTX PRO 6000 S 96 GB $1.40 $0.749 $0.0146 $1,025 — 99.8% Bulgaria, BG 3 ☆ ⇄
RTX PRO 6000 WS 96 GB $2.47 $1.33 $0.0257 $1,802 — 97.5% Hungary, HU 1 ☆ ⇄
H100 NVL 94 GB $2.93 $0.673 $0.0312 $2,142 — 96.7% Bulgaria, BG 2 ☆ ⇄
RTX 6000D 84 GB $1.04 $0.580 $0.0124 $761 — · 99.1% Japan, JP 2 ☆ ⇄
A800 PCIE 80 GB $0.827 $0.786 $0.0103 $604 — · 98.8% California, US 2 ☆ ⇄
H100 PCIE 80 GB $2.00 $0.769 $0.0250 $1,461 — 99.5% United Kingdom, GB 2 ☆ ⇄
CMP 170HX 64 GB $0.377 $0.281 $0.0059 $275 — 96.0% Ontario, CA 4 ☆ ⇄
L40S 48 GB $0.801 $0.467 $0.0167 $585 — 99.5% South Africa, ZA 1 ☆ ⇄
RTX 5880Ada 48 GB $0.804 $0.404 $0.0167 $587 — 99.7% United Kingdom, GB 1 ☆ ⇄
RTX 6000Ada 48 GB $0.753 $0.379 $0.0157 $549 — 99.8% California, US 1 ☆ ⇄
RTX PRO 5000 48 GB $0.592 $0.269 $0.0123 $432 — 97.1% India, IN 4 ☆ ⇄
L40 45 GB $0.495 — $0.0110 $361 — 99.1% New York, US 1 ☆ ⇄
A100 PCIE 40 GB $0.570 $0.295 $0.0143 $416 — 97.5% Estonia, EE 5 ☆ ⇄
A100 SXM4 40 GB $0.428 $0.512 $0.0107 $313 — 98.2% California, US 3 ☆ ⇄
RTX 5000Ada 32 GB $0.377 $0.324 $0.0118 $275 — 99.7% Missouri, US 1 ☆ ⇄
RTX 5090 32 GB $0.601 $0.494 $0.0188 $438 — 98.7% Taiwan, TW 5 ☆ ⇄
RTX 3090 24 GB $0.202 $0.101 $0.0084 $148 — 98.3% Thailand, TH 2 ☆ ⇄
RTX 4090 24 GB $0.508 $0.316 $0.0212 $371 — 99.5% Bulgaria, BG 4 ☆ ⇄
RTX PRO 4000 24 GB $0.204 $0.202 $0.0085 $149 — 99.3% Alberta, CA 2 ☆ ⇄
RTX 5060 Ti 16 GB $0.122 $0.084 $0.0076 $89 — 99.6% Denmark, DK 5 ☆ ⇄
RTX 5070 Ti 16 GB $0.162 $0.190 $0.0101 $118 — 99.1% South Korea, KR 1 ☆ ⇄
Tesla V100 16 GB $0.109 $0.095 $0.0068 $79 — 98.9% Texas, US 2 ☆ ⇄
RTX 4070S 12 GB $0.165 — $0.0137 $120 — 99.6% Anhui, CN 1 ☆ ⇄

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 5060 Ti Denmark, DK $0.123 ~72 ~$0.47 no consumer card holds it
gpt-oss-20b 21B A3.6B moe 15 GB RTX 5060 Ti Denmark, DK $0.123 ~161 ~$0.21 no consumer card holds it
Mistral Small 3 24B 24B 17 GB RTX 3090 Thailand, TH $0.202 ~50 ~$1.11 no consumer card holds it
Gemma 3 27B 27B 19 GB RTX 3090 Thailand, TH $0.202 ~45 ~$1.25 no consumer card holds it
Qwen3 32B 32.8B 22 GB RTX 3090 Thailand, TH $0.202 ~37 ~$1.52 no consumer card holds it
Llama 3.3 70B 70.6B 45 GB RTX PRO 5000 India, IN $0.607 ~25 ~$6.85 no consumer card holds it
Qwen 2.5 72B 72.7B 47 GB RTX PRO 5000 India, IN $0.607 ~24 ~$7.05 no consumer card holds it
gpt-oss-120b 117B A5.1B moe 74 GB 2× A100 SXM4 California, US $0.856 ~626 ~$0.38 no consumer card holds it
Qwen3 235B 235B A22B moe 146 GB 2× A100 PCIE United Kingdom, GB $2.00 ~145 ~$3.83 no consumer card holds it
GLM-4.5 355B 355B A32B moe 220 GB 2× H200 NVL New Mexico, US $8.67 ~315 ~$7.64 no consumer card holds it
Llama 4 Maverick 400B 400B A17B moe 248 GB 2× H200 NVL New Mexico, US $8.67 ~593 ~$4.06 no consumer card holds it
Llama 3.1 405B 405B 251 GB 2× H200 NVL New Mexico, US $8.67 ~25 ~$96.73 no consumer card holds it
DeepSeek-R1 671B 671B A37B moe 415 GB 8× RTX PRO 6000 S California, US $13.34 ~269 ~$13.8 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 $13.34/hr in q4 right now (8× RTX PRO 6000 S) — roughly $13.8 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
A100 SXM4 $0.428 $1.39 ▯ $1.07 — — vast.ai 69%
H100 NVL $2.93 $2.59 ▯ — $0.938 — clore 68%
RTX 3090 $0.202 $0.220 ▯ $0.090 $0.139 $0.200 akash 59%
RTX 4090 $0.508 — $0.290 $0.221 $0.480 clore 57%
A100 PCIE $0.570 $1.19 ▯ — — — vast.ai 52%
RTX PRO 6000 WS $2.47 $1.69 ▯ $1.44 — — akash 42%
RTX 5070 Ti $0.162 — — $0.250 — vast.ai 35%
RTX 5090 $0.601 $0.690 ▯ $0.570 $0.521 $0.580 clore 25%
CMP 170HX $0.377 — — $0.417 — vast.ai 10%
RTX PRO 6000 S $1.40 — $1.49 — — vast.ai 6%
RTX 5060 Ti $0.122 — — $0.129 — vast.ai 6%
B200 $6.25 $5.98 ▯ — — — runpod 4%
L40S $0.801 $0.790 ▯ — — — runpod 1%

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 · 273 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 — — 3 0/7
B200 192 GB boostrun* $3.74 $6.25 +67% 4 0/10
H200 141 GB excesssupply $4.00 — — 6 1/16
GH200 96 GB lambdalabs* $2.29 — — 2 0/2
Gaudi 2 96 GB denvr $1.10 — — 1 1/1
RTX PRO 6000 96 GB massedcompute $2.19 $1.40 −36% 7 1/20
H100 NVL 94 GB massedcompute* $3.16 $2.93 −7% 1 0/3
A100 80G 80 GB hyperstack $1.35 $0.428 −68% 9 14/33
H100 80 GB hyperstack $2.60 $2.00 −23% 13 5/38
A6000 48 GB hyperstack $0.500 — — 6 11/33
L40 48 GB massedcompute $0.880 $0.495 −44% 3 7/8
L40S 48 GB massedcompute $0.880 $0.801 −9% 7 5/19
A40 48 GB vultr $1.86 — — 2 2/6
RTX 6000 Ada 48 GB massedcompute $0.970 $0.753 −22% 4 2/9
A100 40 GB denvr $1.40 $0.570 −59% 5 4/17
V100 32G 32 GB paperspace $2.34 — — 1 3/3
RTX 5090 32 GB excesssupply $0.650 $0.601 −8% 2 2/4
RTX 4090 24 GB excesssupply $0.400 $0.508 +27% 3 4/7
L4 24 GB scaleway $0.950 — — 1 2/4
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 1/1
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 11 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 $2.60 $2.00 0.3× the price
A100 80G $2.74 $3.67 $3.67 $1.35 $0.428 0.2× the price
H200 $7.91 — — $4.00 $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 $2.00 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 5090 — — — — — — $7,500 14h ago $438 17.1 mo
RTX 3090 — — — — — — $1,000 15h ago $148 6.8 mo

break-even is months of 24/7 renting that equal the purchase price — right now a 5090 pays for itself in 17.1 months of round-the-clock work. 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
1h ago $1,050 [USA-WI][H] Radiant 16 (2025) i9-14900HX RTX 5060 / 2TB 2230 NVME [W]PayPal / Local Cash r/hardwareswap
3h ago $425 [USA-FL] [H] HP NVIDIA RTX A2000 Graphic Card 12 GB [W] Paypal, Local Cash 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 PC $11.33 $5,792 1100 W $67 $5,724
B200 $6.25 $3,195 1000 W $61 $3,133
H200 NVL $4.00 $2,046 600 W $37 $2,009
H100 NVL $2.93 $1,500 400 W $25 $1,475
RTX PRO 6000 WS $2.47 $1,261 600 W $37 $1,224
H100 PCIE $2.00 $1,023 350 W $21 $1,001
RTX PRO 6000 S $1.40 $717 600 W $37 $681
RTX PRO 6000 Max-Q $1.10 $562 300 W $18 $544
mining floortop coinrevenue $/dayprofit $/daytape $/day @70%renting pays
RTX 4090 Pearl $9.31 $8.35 $8.54 1.0× more
RTX 5090 Pearl $9.01 $8.01 $10.09 1.3× more
RTX 5070 Ti Pearl $4.96 $4.43 $2.73 no — mine instead
RTX 3090 Pearl $3.91 $3.14 $3.40 1.1× more
RTX 5060 Ti Pearl $2.70 $2.39 $2.04 no — mine instead

the mining floor is the alternative bid: if renting pays less than mining, mine. the tape outbids mining on 3 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 market43 hosts64 offersindividuals & small ops, verified tier only
akash network30 gpu providers118 free / 379 totaldecentralized, on-chain, no company in the middle · 666 active leases · $6,314/day spend · 70% of gpus rented
clore market1,161 free / 2,771 listed60 modelsp2p servers, on-demand + spot floor, pays in clore or btc
io.net1,305 active gpus2,080 total · 29 modelsdepin aggregator — H100 ×648, RTX 4090 ×641, L40S ×323
flux7,031 nodes—cpu/ram/hdd app network, no gpus — the neighbors
golem792 providers201 computing nowthe oldest p2p compute market, still running
where the peers arelive offers
US20████████████████████████
CZ7████████
BG4█████
CA4█████
GB4█████
DE3████
HU3████
EE3████
JP2██
IN2██

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) 190,929 425
kheavyhash 36,869 38
scrypt 33,995 121
algo #2035 9,438 45
algo #62 3,625 23
algo #52 2,924 33

286,418 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 market11s ago
● shadeform cloud index0s ago
● runpod2m ago
● akash providers4m ago
● akash gpu prices2m ago
● akash demand2m ago
● tensordock2m ago
● nicehash2m ago
● coingecko tokens2m ago
● io.net · flux · golem2m ago
● newegg + reddit buy side8m ago
● whattomine mining floor13m ago
● aws · azure · gcp shelf3h ago
● rig scanner · geo (local vast.db)9s 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.