Will the monthly average compute price of NVIDIA's H200 be above $6.50 in January 2027?

- [2026-09-24] Kalshi's live market "Price of NVIDIA H200 compute by end of year?" (a separate, point-in-time Dec 31, 2026 contract) currently shows: Above $6.39 64% and a second strike Above $6.69 55% , indicating the underlying Ornn index that Kalshi settles on is currently trading well above $6/hr for at least one H200 metric. (kalshi.com/markets/kxh200max) - [2026-06-23] FutureSearch's published forecast for the exact question at hand — the January 2027 monthly-average H200 contract — assigned only a 7% probability for Above $6.50 and a 56% probability for Above $3.00 and 43% for Above $3.50 , anchoring its median expectation in the low-to-mid $3 range. (futuresearch.ai) - [2026-06-23] As of mid-June 2026 the Ornn Compute Price Index for H200 was oscillating between $3.47 and $3.78 per hour, though it spiked to a daily maximum of $7.01 in May 2026 — but the May 2026 full-month average was only $4.55, since despite hitting $7.01 during the May 2026 supply crunch, the monthly average for May was only $4.55 . This shows daily spikes do not translate into high monthly averages. (futuresearch.ai) - [2026-07-14] Kalshi officially launched "compute forward curves" for B200, H200 and A100, describing them as a new pricing benchmark that shows the implied future price of renting GPU capacity, live now for Nvidia B200, H200, and A100 chips , derived from Kalshi's own weekly/monthly binary markets settled against the Ornn index. (news.kalshi.com) - [2026-07-22] Kalshi's own research desk stated that the curves for the A100, H100, and H200 stay flat into 2027 , contrasting with B200's backwardated (declining) curve, implying the market broadly expects H200 prices to hold near current levels rather than fall sharply. (kalshi.com/research) - [2026-08-12] An independent analysis pulling Kalshi's monthly-average market API found that across four GPU models, the newer the chip the steeper the decline, with older chips having flatter curves and a slight upward slope in some cases; B200 and H200 are still waiting for new capacity to come online, so the market expects prices to keep falling , though the exact H200 dollar curve level was not quoted in full. (billhsu.substack.com) - [2026-09-23] Independent GPU-market trackers (not Kalshi/Ornn) show H200 on-demand rental prices far below the $6.50 threshold: the median on-demand price has been flat over the past 90 days, at about $4.50 per GPU per hour , per GetDeploying's cross-provider tracker of 34 providers. - [2026-09-23] Thunder Compute's September 2026 pricing guide similarly found Vast.ai, Hyperbolic, Crusoe Cloud, and Runpod all sit in the $3.96-$4.59 range , and separately noted with specialist cloud prices now as low as $3.96/hr and Blackwell supply continuing to grow, H200 rates are likely to keep softening through the rest of 2026 . - [2026-08-20] Akash Network's cross-provider H200 price guide reported renting one costs between $4.45 and $10.60 per GPU-hour on demand, depending on the provider , with hyperscalers (Azure, GCP) at the very top of that range and neoclouds/marketplaces near the bottom. - [2026-09-16] GPU Finder's live tracker noted H200 spot prices were near its 6-month high — the 8× H200 on-demand floor is $15.97/hr ($2.00/GPU-hr) — 6-month range $3.95–$15.97/hr for 8× nodes... so it may pay to wait or lock in a spot rate , indicating rising, not falling, price pressure in early-mid September 2026 for at least one metric segment. - [2026-01-05] A January 2026 AWS list-price hike (noted in a September 2026 retrospective) saw the 8-GPU H200 instance go from $34.61/hr to $39.80/hr, a $5.19/hr increase — equivalent to roughly $4.33 to $4.98 per GPU-hour — illustrating hyperscaler-driven upward pressure on headline "per-GPU" rates that can pull blended/average indices higher than pure marketplace medians. BOTTOM LINE: There is a notable split between (a) general marketplace/tracker data (GetDeploying, Akash, Thunder Compute, Jarvislabs), which consistently put H200 median on-demand rates around $3.80–$4.60/hr as of September 2026 with a flat-to-softening trend, and (b) Kalshi's own live H200 market (settled on the Ornn index), which currently prices strikes near $6.4–$6.7 at 55-64% probability for a year-end 2026 contract — suggesting the specific Ornn/Kalshi benchmark runs meaningfully hotter than public GPU-rental aggregators. A dedicated forecast for the exact January 2027 monthly-average contract (June 2026) put only ~7% probability on finishing above $6.50, but that forecast predates the apparent price firming visible in Kalshi's own September 2026 market quotes for the related year-end contract. NOT FOUND: The live order-book/probability quotes for the specific "KXH200MS-27JAN" (or equivalently named) January 2027 monthly-average contract as of September 2026 could not be directly fetched (the Kalshi market page returned no embedded price data in the fetch); only the October/December 2026 sibling contract's live odds and a June 2026 third-party forecast for the January 2027 contract were found. Also not found: the precise current numeric level of the Ornn H200 index for September 2026.

- [2026-06-23] FutureSearch published a forecast for this exact Kalshi market, estimating only a 7% probability for "Above $6.50" for the January 2027 H200 monthly average, versus a 56% probability for Above $3.00 and 43% for Above $3.50 , anchoring the median expectation well below the $6.50 threshold. Source: futuresearch.ai. - [2026-06-23] The forecast notes that even during acute supply stress the monthly average stayed far below intraday spikes: the market resolves on a full-month average, not a daily peak — despite hitting $7.01 during the May 2026 supply crunch, the monthly average for May was only $4.55 . This is the closest historical analog to a "spike" scenario and it still fell ~$2/hr short of $6.50. - [2026-06-23] As of mid-2026 the underlying spot index (Ornn OCPI, the actual settlement source for this Kalshi market) was trading well below the strike: as of mid-June 2026, the H200 spot price is oscillating between $3.47 and $3.78 per hour . Source: futuresearch.ai / api.ornnai.com. - [2026-06-23 rationale] Structural forces are cited as the dominant driver pushing prices down over time: the dominant downward force is product-cycle substitution — by January 2027 the H200 will be functionally two generations old, Blackwell already accounts for the majority of NVIDIA Data Center revenue, and the subsequent Rubin architecture is in full production with partner availability expected in H2 2026, so newer, more cost-efficient architectures will increasingly relegate the H200 to a cheaper, legacy tier . - [2026-09-23] Independent cross-provider trackers corroborate a market solidly below $6.50: as of September 23, 2026, the median on-demand price has been flat over the past 90 days, at about $4.50 per GPU per hour, though it is about 25% above where it was a year ago . Source: getdeploying.com. - [2026-09-23] The same tracker's live data shows a wide but sub-$6.50-median distribution: as of September 23, 2026, the median on-demand price is $4.50 per GPU per hour across 34 providers with a priced on-demand config , with cheapest verified in-stock rates around $3.00/hr (Lium). - [~2026-09] The Silicon Data independent index — a separate methodology from Ornn — put the "current" H200 rental price even lower: the current H200 rental price is $3.10 per GPU-hour, based on the Silicon Data H200 Rental Price Index . - [2026-07-14] For context on the broader "GPU compute price" contract family that Kalshi runs (H100/H200/B200/RTX5090), realized volatility has been large but mean-reverting downward, not toward sustained highs: the B200's compute rate dropped 31% in a month, peaking at $6.11 on May 30, 2026, and falling to $4.22 by June 21 , illustrating that even brief price spikes on Kalshi's GPU markets have historically reverted quickly rather than sustaining monthly averages at elevated levels. - [2026-07-13] Historical base rate on price direction across Hopper-class chips is downward over the generation's lifecycle, though not monotonic: that decline represents a dramatic drop from the H100's 2023 launch price of $4.70 to over $8 per hour, driven by a rapid buildout of neocloud and marketplace supply — the same forces (expanding neocloud supply, Blackwell ramp) are expected to apply increasingly to H200 as it ages. - [2026-08-12] One dissenting signal noted by a Bank of America analyst is that despite the "GPU ages, price falls" pattern, 2026 has seen anomalous firmness in older-chip pricing: Bank of America analyst Vivek Arya put H100 spot rental prices at roughly $2.80/hr, near all-time highs even for older silicon, reversing the normal pattern where prices fall as a chip ages, because demand for any working GPU capacity has outpaced supply growth . This tempers (but does not overturn) the base case of continued softening, since H200 could see similar unexpected demand-driven firmness. - [2026-08-03] Some analysts foresee a slow easing rather than a sharp drop, keeping the path toward January 2027 gradual: H200 pricing is unlikely to drop yet, as B200 supply remains constrained with backlogs reported in the millions of units through mid-2026 — part of why hyperscalers raised H200 prices in January 2026 instead of lowering them, with pricing expected to ease only once Blackwell supply scales up meaningfully, likely later in 2026 . BOTTOM LINE: The one directly relevant published forecast (FutureSearch, applying its own base-rate-style analysis to this exact Kalshi contract) assigns only ~7% probability to the January 2027 H200 monthly average exceeding $6.50, and independent cross-provider price trackers as of September 2026 show median/typical H200 rates clustering in the $3–$4.50/hr range — roughly $2–$3.50 below the threshold — with even the worst historical monthly-average spike (May 2026, $4.55) falling well short of $6.50. The outside view strongly favors NO. NOT FOUND: No historical instance of any Kalshi H200 monthly-price market having resolved with the underlying average above $6.50 could be located; no explicit long-run (multi-year) base rate of "months above $X" for any GPU rental index was found beyond the single FutureSearch estimate and the May 2026 spike anecdote.

- [2026-09-16] The Ornn Compute Price Index itself — the exact settlement source for this Kalshi contract — shows H200 has been rising sharply, not falling: an Ornn market update reported "the H200 rose 7.3 percent, from $4.91 to $5.27" in one week, and separately noted that "over the same three months...H200 rose 28%." This is a materially different trajectory from the ~$3.5-3.8/hr range that anchored the widely-cited June 2026 forecast of only 7% probability. (x.com/OrnnExchange, via search snippet) - [2026-09-20] Ornn's live index (data.ornn.com) confirms the uptrend is durable rather than a one-day blip: H100 settled at "$2.85 per GPU-hour, settled September 22, 2026" while third-party trackers citing Ornn's H200 print show it near $5.40, i.e. roughly 40-55% above the June anchor level cited in prior reports. (data.ornn.com/preview) - [2026-09-13] Runpod's CTO, in a supply-side piece updated Sept 13, 2026, argues the shortage is structural rather than transient: "Nvidia has stopped production of Hopper (H100/H200)...One cannot buy net-new Hopper units in meaningful volume today," and warns that "legacy GPU's cards like the H200 become harder to source as Nvidia phases out production" even as Blackwell ramps — a mechanism that could keep H200 scarcity (and price) elevated into Q1 2027 rather than letting it depreciate as a "legacy tier" as the June forecast assumed. (runpod.io/blog/the-gpu-supply-supercycle-is-here) - [2026-09-20] Independent tracker Spheron corroborates elevated levels, not softening, for the top-end Hopper SKU specifically: "As of 20 Sep 2026 the squeeze sits in Blackwell and top-end Hopper SXM parts," with "H200 $5.26/hr on-demand" — nearly matching Ornn's own settlement and confirming a broad-based (not just Ornn-specific) price floor well above the $3.5 range assumed in June. (spheron.network/blog/gpu-shortage-2026) - [2026-09-20 mechanism] Spheron attributes the persistent top-end Hopper tightness to packaging/memory, not chip supply per se: "The cause is packaging and memory, not silicon. TSMC CoWoS throughput and HBM output cap NVIDIA shipments, not GPU die yield" — implying the constraint won't resolve merely because Blackwell volumes grow, since H200-specific HBM3e/CoWoS allocation is separately gated. (spheron.network/blog/gpu-shortage-2026) - [~2026-04/continuing] The HBM3e/CoWoS shortage driving this had multi-year lead times per supplier commentary: "SK Hynix CFO Kim Jae-joon: 'We have already sold out our entire 2026 HBM supply'" and "Most HBM3e nodes at SK Hynix and Samsung are sold out through late 2026" — a constraint whose easing is not guaranteed by January 2027, since H200 production specifically depends on this bottleneck rather than on general Blackwell ramp. (softwareseni.com/hbm4-delays-and-gddr7-shortages) - [2026-07-22] Kalshi's own research desk's characterization that "the curves for the A100, H100, and H200 stay flat into 2027" is itself bullish relative to the June FutureSearch base case: a flat curve anchored to the now-higher ~$5.3-5.4/hr September level (rather than the ~$3.5-3.8 June level) would sit meaningfully closer to the $6.50 strike than the FutureSearch forecast assumed, since "flat" from a higher starting point directly narrows the gap to threshold. (kalshi.com/research/insights/the-economics-of-compute) - [2026-01/ongoing] Reflecting continued hyperscaler-side firmness, Thunder Compute's Sept 2026 guide notes hyperscaler H200 pricing remains far above marketplace medians: "Among hyperscalers, AWS starts at $7.91/GPU-hr on the p5en.48xlarge" — well above $6.50 — showing that if the Ornn/Kalshi settlement basket weights hyperscaler-adjacent transacted deals more heavily (as its "volume-weighted" negotiated-transaction methodology implies), the blended settlement could plausibly run hotter than pure marketplace-median trackers like GetDeploying ($4.50) suggest. (thundercompute.com/blog/nvidia-h200-pricing) - [2026-09 mechanism] Kalshi's own research flagged an unresolved geopolitical tail risk that could re-tighten supply into 2027: "Kalshi markets put only 45% probability on Hormuz traffic normalizing by year-end, with a mean expected reopening in February 2027," and warned that "a continued blockade... would bring along with it a different order of shock magnitude" for chipmakers' supply chains — a path by which a fresh supply shock, layered on already-elevated September H200 pricing, could push the January 2027 monthly average toward or above $6.50. (kalshi.com/research/insights/the-economics-of-compute) BOTTOM LINE: The single most credible path to YES is not a repeat of the May 2026 daily-spike-only scenario the June forecast dismissed, but a genuine, multi-week uptrend already underway on the exact Ornn settlement index — H200 up roughly 28% over three months to ~$5.3-5.4/hr by mid-September 2026 — driven by a structural, supply-side (HBM3e/CoWoS-gated) Hopper production halt rather than transient demand; if this trend continues at even a moderate pace, or is compounded by a Hormuz-related supply shock, a January 2027 monthly average above $6.50 becomes a live possibility rather than a tail scenario, even though it would still require roughly 20-25% further appreciation from late-September levels to clear the threshold. NOT FOUND: The exact current (September 2026) live Ornn H200 settlement value and the live Kalshi order-book odds for the specific January 2027 "KXH200MS-27JAN" monthly-average contract could not be directly retrieved; only a mid-September Ornn weekly update (~$5.27-$5.40) and third-party citations of it were found, not a full daily time series through September 24.

- [2026-09-16] Ornn's own live feed (@OrnnExchange on X) posted current per-GPU spot rates showing **H200 at $5.40/hr**, versus B200 at $7.09 and H100 at $2.72 — meaning even the "hottest" contemporaneous read on the exact Ornn settlement source sits a full $1.10 below the $6.50 threshold. Source: https://x.com/OrnnExchange - [2026-09-16] The same feed's weekly note quantifies the recent uptrend precisely: "H100 Price Update (09/16/26): An H100 rents for $2.62 an hour, down 11.5 percent from $2.96 on September 9... Over the same week the H200 rose 7.3 percent, from $4.91 to $5.27." Even this above-average weekly gain (~7%/week) would need to compound for roughly 3-4 more consecutive weeks *and hold* for a full month to clear $6.50 — a pace not sustained anywhere in the H200 series to date. - [2026-09-16] Over a longer window the same source states "H200 rose 28%" over three months (roughly June–September), which is a large percentage move but starts from such a low base ($3.5–$4/hr) that even a repeat 28%-per-quarter compounding from ~$5.30 today would land only around $6.20–$6.40 by January 2027 — still short of $6.50, and such compounding has not been observed for two consecutive quarters. - [2026-08-12] An independent pull of Kalshi's own monthly-average API (the billhsu analysis) found the implied H200 forward curve is **not accelerating toward $6.50**: "these are the implied prices from September 2026 to March 2027: The newer the chip, the steeper the decline. Older chips have flatter curves... B200 and H200 are still waiting for new capacity to come online, so the market expects prices to keep falling." The market's own forward pricing — not just outside trackers — points down, not up toward the strike. - [2026-09-13] The same analyst flags a structural reason to distrust any apparent "hot" H200 print near $6.50: Kalshi's B200/H200 binary strikes are capped, so Kalshi's monthly average markets are combined from binary contracts across price levels, with the midpoint of YES bid/ask used as implied probability, then integrated across strikes to recover an implied hourly rental price — a methodology the author himself calls unreliable at the tails, meaning any single-day spike toward $6.50 need not translate into a robust monthly-average signal. - [2026-06-23] The one purpose-built forecast for this exact contract (FutureSearch, Jan 2027 H200 monthly average) explicitly built in the resolution-criteria technicality that favors NO: "the upper-tail probabilities (10% for Above $6.00; 7% for Above $6.50) are deliberately constrained by the resolution criteria. The market resolves on a full-month average, not a daily peak." Daily spikes (even a repeat of the May 2026 $7.01 peak) get averaged down by every calmer day in the same month. - [2026-09-22] Ornn's own free daily benchmark page for the flagship Hopper index (H100 SXM) confirms the settlement mechanics that will govern the H200 contract: "the value settles once per trading day at 4:00 PM ET. Each OCPI value is a volume-weighted, winsorized average of transacted GPU rental prices." Winsorization by design suppresses the influence of extreme high-price transactions that would be needed to drag a monthly mean above $6.50. - [2026-09-23 retrospective] Cross-checked against real transaction-based cloud pricing (Thunder Compute), specialist/neocloud rates remain "Vast.ai lists the lowest tracked H200 marketplace median at $3.96/GPU-hr as of September 2026" , and even the priciest hyperscaler listed, "Among hyperscalers, AWS starts at $7.91/GPU-hr on the p5en.48xlarge" — a wide dispersion where only the most expensive on-demand hyperscaler SKU clears the strike, while the median/blended market (which the winsorized Ornn index approximates) sits far below it. - [2026-06-22] A separate H200 pricing guide (Mercatus) frames the structural ceiling on prices through the contract window: "Blackwell (B100, B200) supply remains constrained through 2026 with high pricing. The H200 has an 18–24 month sweet spot before Blackwell economics flip for most workloads." Even bullish H200 guides don't project a run to $6.50; they frame H200 as a value/legacy tier precisely because buyers with the highest willingness-to-pay migrate to Blackwell instead. - [2026-08-12 mechanism] The billhsu analysis also warns about the strike-grid ceiling effect applicable to H200 as well as B200: "The strike range is fixed... If the true price rises above $7, this integration method cannot capture it." This means Kalshi's own tradable market structure is built around price bands well below levels that would make $6.50 a "normal" outcome, reflecting the exchange's own expectation that such levels are tail events, not central cases. - [2026-04-02] Ornn's Bloomberg-terminal launch release frames OCPI as reflecting **negotiated bulk transaction levels**, not list/spot scrapes: "Posted list prices often diverge from what large buyers actually pay, and scraped indices can misstate where transactions actually clear. To address this, OCPI reflects negotiated transaction levels between data centers and compute buyers." Bulk-negotiated pricing is systematically lower than on-demand list pricing, another structural reason the settlement index should run below headline on-demand quotes that occasionally print near $6.50. BOTTOM LINE: Even after a real and accelerating run-up (H200 spot near $5.27–$5.40/hr by mid-September 2026, up from ~$3.5–3.8/hr in June), the exact Ornn settlement metric remains roughly $1.10–$1.20 short of $6.50, Kalshi's own forward curve implies H200 prices flattening-to-falling into 2027 rather than climbing further, and the index's winsorized/negotiated-transaction methodology plus the "monthly average not daily peak" resolution rule both work mechanically against a Yes outcome even if spot prices briefly spike again. NOT FOUND: The live bid/ask or implied probability for the specific January 2027 "Above $6.50" H200 strike as of September 2026 (Kalshi's page returned no embedded pricing on fetch); an official Ornn OCPI-H200 numeric daily print with a citable, dated primary-source page (only third-party/X reposts of Ornn data were available in the time allotted).