AI Market Intelligence Daily
August 28, 2026 | Generated 14:00 UTC
Top Prediction Movements
1. The GPU compute markets on Kalshi repriced sharply higher across the board, and the move lines up cleanly with this week's supply-side headlines. The "H100 SXM price up in next week?" contract jumped from 16% to 97%, the H100-above-$2.75-today leg went from 29% to 99%, the above-$3 leg more than quintupled from 2% to 18%, and A100 strikes climbed in the same direction (above $1.23 on Aug 31 from 4% to 35%, above $1.50 on Sep 4 from 1% to 7%). This matches the news flow: Amazon reportedly tripled its order of Nvidia chips on surging demand, Anthropic signed a $45B compute deal with Nscale, and Nvidia is closing in on a Hugging Face acquisition that would extend its reach into model distribution. The market is pricing a genuine tightening of the older H100/A100 fleets, not a broad uniform shortage.
2. The Anthropic Mythos release calendar moved in one direction, and the internal structure now looks consistent. The "Mythos before Oct 1, 2026" contract surged 500% from 2% to 12%, the Dec 1 leg doubled from 11% to 22%, and the Nov 1 leg rose from 6% to 14%, all while the Sep 1 leg sat at just 5% and the Jan 1, 2027 contract held at 13%. That ordering (Sep < Oct < Nov < Dec) is coherent, and it suggests traders are shifting the expected release window toward late fall rather than doubting a release at all. The timing coincides with reports that Anthropic's August risk report describes an unreleased internal model that is already more capable than Mythos 5, which makes a compressed Q4 release window plausible.
3. The "best AI on December 31, 2026" ladder on Kalshi is consolidating around Anthropic, and the move is not headline-driven. Claude holds 68% of the year-end best-model odds while ChatGPT sits at 16%, Grok at 9%, and Qwen at 1% (up 17% relatively from 1%, still negligible). None of today's 15 news stories is a benchmark release, which makes the slow drift toward Claude look like private information or positioning rather than a news reaction. It is consistent with the Mythos term-structure move above and with the "top AI model this month" contract for claude-opus-5-max, which nearly tripled from 39% to 91% in 24 hours while the claude-opus-5-high leg collapsed from 44% to 6% — traders are concentrating on a single Claude variant rather than the family.
4. OpenAI's markets moved in a way that does not line up cleanly with its news coverage, which is worth flagging as a divergence. On Polymarket, "Will OpenAI IPO by December 31, 2026?" fell 9% from 16% to 14% and "GPT-6 by December 31" rose only 3 points to 65%, yet on Kalshi the "GPT-6 before Oct 1" leg rose 22% from 18% to 22%. The OpenAI news flow this week is mostly about ads on ChatGPT's free tiers in India, a Meta executive leaving for OpenAI, and its appearance at TechCrunch Disrupt — nothing that should move IPO or model-release odds materially. The modest uptick in the October GPT-6 leg against a flat-to-down December contract on the other venue suggests the two markets are being traded by different books rather than reacting to a shared signal.
5. The usage-share and token-throughput markets point to the same underlying story as the compute repricing: demand is outrunning supply, but the mix is shifting. The OpenRouter total-tokens contract above 122T fell 82% from 73% to 13%, meaning traders expect August's cumulative token volume to come in well below the high end of the range, while OpenAI's "above 15.5% share" contract sits at 99% and the "above 19.5%" leg is down to 19% (from 21%). DeepSeek's and Tencent's weekly share legs also slipped. The most coherent read is that total AI inference volume is growing but growth is decelerating at the margin, which is exactly the regime in which older H100/A100 capacity tightens and prices rise — the same regime the GPU contracts are pricing in.
Key Takeaways
1. Largest move: Kalshi —
"Will the NVIDIA H100 compute per hour price be above $3 at 4 PM ET on Aug 28?" surged 800%
(2% → 18%) (vs ~24h ago).
2. News context:
Top stories (15 fetched) do not show direct overlap with the most volatile markets
(119 movers). Price shifts may be from trading activity rather than headline-driven sentiment.
3. Movement breakdown:
- Polymarket: 3 markets moved ≥5%
- Kalshi: 116 markets moved ≥5%
- Total monitored: 9 Polymarket + 223 Kalshi = 232
4. Extreme pricing:
- 43 markets priced >90% (high conviction Yes)
- "Anthropic IPO before 2027?" at 92%
- "What will be the top AI model this month?" at 91%
- 70 markets priced <10% (low conviction Yes)
- "Will the Taiwan People’s Party (TPP) win the most head of local government elect" at 0%
- "Will any AI model reach a Chatbot Arena score of at least 1550 by December 31?" at 8%
Notable Price Movements (vs Previous Snapshot)
| Source | Market | Change | Time |
| Kalshi |
Will the NVIDIA H100 compute per hour price be above $3 at 4 PM ET on Aug 28? |
↑ 800% (2% → 18%) |
(vs ~24h ago) |
| Kalshi |
Will the A100 SXM4 compute per hour price be above $1.23 on Aug 31? |
↑ 775% (4% → 35%) |
(vs last snapshot, 2 days ago) |
| Kalshi |
Will the NVIDIA A100 compute per hour price be above $1.5 at 4 PM ET on Sep 04? |
↑ 600% (1% → 7%) |
(vs ~24h ago) |
| Kalshi |
H100 SXM price up in next week? |
↑ 506% (16% → 97%) |
(vs ~24h ago) |
| Kalshi |
Will Anthropic release Mythos before Oct 1, 2026? |
↑ 500% (2% → 12%) |
(vs ~24h ago) |
| Kalshi |
Will Anthropic release Mythos before Sep 1, 2026? |
↑ 400% (1% → 5%) |
(vs last snapshot, 17.0h ago) |
| Kalshi |
Tencent market share this week? |
↑ 250% (2% → 7%) |
(vs last snapshot, 17.0h ago) |
| Kalshi |
Will the NVIDIA H100 compute per hour price be above $2.75 at 4 PM ET on Aug 28? |
↑ 241% (29% → 99%) |
(vs ~24h ago) |
| Kalshi |
Will the A100 SXM4 compute per hour price be above $1.33 on Aug 31? |
↑ 183% (6% → 17%) |
(vs last snapshot, 5.4 days ago) |
| Kalshi |
Will the H100 SXM compute per hour price be above $3.16 on Aug 31? |
↑ 177% (13% → 36%) |
(vs last snapshot, 1.7 days ago) |
Top AI News Stories
Polymarket — AI-Related Markets
Active Markets: 9 (showing top 9 by volume)
Kalshi — AI-Related Markets
Active Markets: 223 (showing top 30 by volume)
| # | Question | Yes | No | Change | Volume |
| 1 | Anthropic market share this week? (Above 4.5%) | 1% | 99% |
| $16,043 |
| 2 | Stealth market share this week? (Above 6.0%) | 1% | 99% |
| $14,906 |
| 3 | Stealth market share this week? (Above 7.5%) | 1% | 99% |
| $14,803 |
| 4 | Best AI on Dec 31, 2026? (Qwen) | 1% | 99% |
↑ 17% (was 1%) (vs ~24h ago) | $11,344 |
| 5 | Will Anthropic release Mythos before Oct 1, 2026? (Before Oct 1, 2026) | 12% | 88% |
↑ 500% (was 2%) (vs ~24h ago) | $10,959 |
| 6 | Stealth market share this week? (Above 4.5%) | 9% | 91% |
↓ 36% (was 14%) (vs ~24h ago) | $8,301 |
| 7 | Will Anthropic release Mythos before Jan 1, 2027? (Before Jan 1, 2027) | 13% | 87% |
| $8,237 |
| 8 | Anthropic market share this week? (Above 4.0%) | 2% | 98% |
| $8,198 |
| 9 | Will the NVIDIA A100 compute per hour price be above $1.5 at 4 PM ET o (Above $1.50) | 1% | 99% |
| $6,614 |
| 10 | Anthropic market share this week? (Above 2.0%) | 98% | 2% |
| $6,458 |
| 11 | Will Anthropic release Mythos before Dec 1, 2026? (Before Dec 1, 2026) | 22% | 78% |
↑ 100% (was 11%) (vs ~24h ago) | $6,423 |
| 12 | Will Anthropic release Mythos before Nov 1, 2026? (Before Nov 1, 2026) | 14% | 86% |
↑ 133% (was 6%) (vs ~24h ago) | $6,076 |
| 13 | Best AI on Dec 31, 2026? (Claude) | 68% | 32% |
| $6,019 |
| 14 | Will the NVIDIA B200 compute per hour price be above $5.5 at 4 PM ET o (Above $5.50) | 98% | 2% |
| $5,712 |
| 15 | What will be the top AI model this month? (claude-opus-5-max) | 91% | 9% |
↑ 133% (was 39%) (vs ~24h ago) | $5,536 |
| 16 | OpenAI market share this week? (Above 19.5%) | 19% | 81% |
↓ 10% (was 21%) (vs ~24h ago) | $5,142 |
| 17 | Will the NVIDIA A100 compute per hour price be above $1.75 at 4 PM ET (Above $1.75) | 1% | 99% |
| $5,083 |
| 18 | Will the total number of tokens included in OpenRouter's AI Model Rank (Above 122T tokens) | 13% | 87% |
↓ 82% (was 73%) (vs ~24h ago) | $4,959 |
| 19 | Top Chinese AI Company this month? (Z.ai) | 3% | 97% |
↓ 57% (was 7%) (vs ~24h ago) | $4,808 |
| 20 | Best AI on Dec 31, 2026? (ChatGPT) | 16% | 84% |
↑ 12% (was 14%) (vs ~24h ago) | $4,295 |
| 21 | Qwen market share this week? (Above 3.8%) | 99% | 1% |
↑ 4% (was 95%) (vs ~24h ago) | $4,276 |
| 22 | Will the NVIDIA A100 compute per hour price be above $1 at 4 PM ET on (Above $1.00) | 93% | 7% |
↑ 15% (was 81%) (vs ~24h ago) | $3,875 |
| 23 | Will OpenAI release GPT-6 before Oct 1, 2026? (Before Oct 1, 2026) | 22% | 78% |
↑ 22% (was 18%) (vs ~24h ago) | $3,358 |
| 24 | Best AI on Dec 31, 2026? (Grok) | 9% | 91% |
↓ 22% (was 11%) (vs ~24h ago) | $3,346 |
| 25 | Tencent market share this week? (Above 4.0%) | 1% | 99% |
| $3,200 |
| 26 | OpenAI market share this week? (Above 15.5%) | 99% | 1% |
| $3,175 |
| 27 | Will the NVIDIA H100 compute per hour price be above $2.5 at 4 PM ET o (Above $2.50) | 99% | 1% |
↑ 3% (was 96%) (vs last snapshot, 17.0h ago) | $3,119 |
| 28 | Will the NVIDIA A100 compute per hour price be above $1.25 at 4 PM ET (Above $1.25) | 2% | 98% |
↓ 90% (was 20%) (vs ~24h ago) | $3,046 |
| 29 | DeepSeek market share this week? (Above 26.5%) | 1% | 99% |
↓ 83% (was 6%) (vs ~24h ago) | $3,017 |
| 30 | What will be the top AI model this month? (claude-opus-5-high) | 6% | 94% |
↓ 86% (was 44%) (vs ~24h ago) | $2,989 |