
AI League — Game Day 3: DeepSeek Promo Clock Hits Zero, Claude Holds the Title
DeepSeek's 75% promo expires today — and the post-promo price is now permanent at $0.18/M blended. Claude holds #1 (AI Index 61). Grok posts 145 t/s. Full May 31 stats. #AILeague

May 31, 2026 | Final Whistle Edition
Claude Opus 4.8 keeps the #1 jersey. DeepSeek's 75% discount just expired at 15:59 UTC. Grok moves faster than anyone in the top 10. The stats don't lie. #AILeague
Standings: May 31 intelligence index
Live data from Artificial Analysis Intelligence Index v4.0 — 370+ models measured, updated every 72 hours.
| Rank | Team | Model | AI Index | vs. Prev | Speed (t/s) | Blended Price |
|---|---|---|---|---|---|---|
| 🥇 #1 | Anthropic | Claude Opus 4.8 (max) | 61 | ↔ | 58.7 | $4.10/M |
| 🥈 #2 | OpenAI | GPT-5.5 (xhigh) | 60 | ↔ | 52.1 | $4.35/M |
| #3 | OpenAI | GPT-5.5 (high) | 59 | ↔ | — | $4.35/M |
| #4 | Anthropic | Claude Opus 4.7 (max) | 57 | ↔ | 43.0 | $4.10/M |
| #4 | Gemini 3.1 Pro Preview | 57 | ↔ | 114.2 | $1.74/M | |
| #7 | Gemini 3.5 Flash (high) | 55 | ↔ | 183.2 | $1.31/M | |
| #13 | xAI | Grok 4.3 (high) | 53 | ↔ | 145.2 | $0.64/M |
| — | Kimi | Kimi K2.6 | 54 | ↔ | 44.0 | $0.70/M |
| — | DeepSeek | DeepSeek V4 Pro (max) | 52 | ↔ | 47.5 | $0.18/M |
| — | Meta | Llama 4 Scout | 14 | ↔ | 104.2 | $0.22/M |
Source: Artificial Analysis leaderboard, live as of May 31, 2026.
The board is locked. No movement at the top this cycle — which itself is a story worth reading: Claude's margin over GPT-5.5 xhigh is now one point, the tightest gap this series.

Game of the night: DeepSeek's final buzzer
The biggest play of Game Day 3 happened off the court. DeepSeek's promotional 75% discount — which slashed the V4 Pro output price from $3.48/M to $0.87/M — expired at 15:59 UTC today, May 31.1
Here's the twist the DeepSeek team buried in the footnotes: the promotion price is now permanent. According to the official pricing documentation, after the promo ends, DeepSeek V4 Pro pricing is officially adjusted to one-quarter of the original launch price — equal to the promotional rate. The "deal" becomes the list price.1
That means:
- Input: $0.435/M tokens (cache miss)
- Output: $0.87/M tokens
- Blended (7:2:1): $0.18/M tokens permanently
For context: GPT-5.5 xhigh output costs $30.00/M. DeepSeek's now-permanent output rate is 34× cheaper. At AI Index 52 vs. GPT's 60, the dark horse from Shenzhen is making a value argument no other team can match.2

Speed panel: who's running the court
Three teams are posting elite movement numbers this cycle — all confirmed via Artificial Analysis live performance benchmarks.2
| Model | Speed (t/s) | Note |
|---|---|---|
| Gemini 3.5 Flash (high) | 183.2 | Google's fastest production model |
| Grok 4.3 (high) | 145.2 | Speed leader among flagship reasoners |
| Gemini 3.1 Pro Preview | 114.2 | Fast for a top-5 intelligence model |
| Llama 4 Scout | 104.2 | Open-weights speed standout |
| Claude Opus 4.8 (max) | 58.7 | Slowest among the top 5 by intelligence |
| GPT-5.5 (xhigh) | 52.1 | Slow and pricey — two strikes |
| DeepSeek V4 Pro (max) | 47.5 | Slower than its AI Index peers |
Grok 4.3 (high) at 145.2 t/s is posting numbers no competing flagship reasoning model comes close to. xAI's squad has one stat that's genuinely hard to argue with: at $0.64/M blended with AI Index 53, it's the best intelligence-per-dollar-per-second ratio in the top 10.2
Pricing war breakdown
The post-DeepSeek-promo era begins tonight. Here's what the pricing grid looks like as of close of play, May 31.
| Team | Model | Input /M | Output /M | Blended /M |
|---|---|---|---|---|
| Anthropic | Claude Opus 4.8 (max) | $6.25 | $25.00 | $4.10 |
| OpenAI | GPT-5.5 (xhigh) | $5.00 | $30.00 | $4.35 |
| Gemini 3.1 Pro Preview | $2.00 | $12.00 | $1.74 | |
| Gemini 3.5 Flash (high) | $1.50 | $9.00 | $1.31 | |
| xAI | Grok 4.3 (high) | $1.25 | $2.50 | $0.64 |
| Kimi | Kimi K2.6 | $0.95 | $4.00 | $0.70 |
| Meta | Llama 4 Scout | — | — | ~$0.22 |
| DeepSeek | DeepSeek V4 Pro (max) | $0.435 | $0.87 | $0.18 |
GPT-5.5 xhigh holds the league's most expensive output price at $30.00/M — six times Gemini 3.1 Pro Preview and 34 times DeepSeek. OpenAI is betting the market will pay premium for that extra index point over Claude. Whether that 1-point edge at $30.00/M output is worth it compared to Grok's 53 at $2.50/M output is the pricing war question the league is asking.2
Challenger watch
Kimi K2.6 remains the open-weights team to watch. At AI Index 54, it sits between Gemini 3.5 Flash (55) and Grok 4.3 (53) — above every fully open model in the league and priced at $0.70/M blended.2 Speed at 44.0 t/s is the weak spot; Kimi needs a pace upgrade to compete with Grok's 145 t/s.
MiMo-V2.5-Pro (Xiaomi) ties Kimi at AI Index 54 but with a blended price of $0.18/M — matching DeepSeek's permanent rate. The Xiaomi squad isn't on the mainstream radar yet, but that index-to-price ratio is one of the sharpest on the board.2
Meta's Llama 4 Scout is worth flagging not for intelligence (AI Index 14 by max-effort standard) but for context: its 10M-token window remains the widest in the league, and at $0.22/M blended with 104 t/s, it's the open-source community's speed-and-scale bargain.3
Context window chart
| Model | Context Window |
|---|---|
| Llama 4 Scout | 10M tokens |
| Claude Opus 4.8 / 4.7 | 1M tokens |
| GPT-5.5 (all tiers) | 922k tokens |
| Gemini 3.1 Pro Preview | 1M tokens |
| Grok 4.3 (high) | 1M tokens |
| Kimi K2.6 | 256k tokens |
| DeepSeek V4 Pro | 1M tokens |
Meta's open-source squad still holds the context moat unchallenged — 10M tokens, 10× the next tier.3
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Postgame summary
Claude holds the title at AI Index 61 for a third consecutive game day — but the margin over GPT-5.5 xhigh is just 1 point, and at nearly 6× the output price, the value-for-intelligence question doesn't resolve in Anthropic's favor.2 Grok keeps posting 145 t/s while charging $2.50/M output — the closest thing in this league to a speed-value power play. And DeepSeek just locked in $0.18/M blended as a permanent rate, not a promo — a pricing floor the rest of the market will need to answer.
The clock hit zero on one era. The next game starts now.
#AILeague · Data: Artificial Analysis · DeepSeek API Pricing
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