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▶ 34:40 · $FIREWORKS-AI · Fireworks' xAI exposure is temporary; labs will internalize optimization for new chips
episode briefing
SemiAnalysis

Ep. 020 - Anthropic vs OpenAI Usage, Margins, Meta Compute, Future of MSL (Tokenomics)

2026-07-22 · 9 company · 6 thematic
sentiment
4 bull2 bear3 neu
speakers
max

Max founded Legora, a legal AI company that raised $600M in two weeks and pioneered consumption-based pricing to align token costs with customer value.

joey

SemiAnalysis researcher authoring the tokconomics newsletter on Anthropic/OpenAI business models, API margins, and frontier lab competitive dynamics.

quote
“I think the only reason why fireworks got that exposure is because originally composer was post train on chem, right? I think if you're a frontier lab that has made like a new model from scratch, there's no reason to believe why fireworks…”
—max
now playing · $FIREWORKS-AI
$ANTHROPICbullish· highjoey
Anthropic's API-first model drives profitability and training reinvestment advantage
Anthropic's 80%+ API/enterprise revenue mix yields 85%+ gross margins on API, enabling Q2 profitability and potential $1B+ operating profit in Q3, allowing aggressive reinvestment…
$OPENAIbullish· mediumjoey
OpenAI's enterprise API surge flips revenue mix to 60/40 enterprise/consumer
OpenAI's net new ARR is now comparable to Anthropic's month-on-month after Codeex and 5.5/5.6 releases, with enterprise API share flipping from 40% to 60% in Q2, signaling a susta…
$SPCX···bullish· mediummax
xAI's compute rental with clawback clauses is a valid RSI financing strategy
xAI rents Colossus compute to Anthropic at 3-4x market rates with 90-day clawback, monetizing excess capacity while retaining option to reclaim GPUs if Grok reaches frontier — a s…
$META···bullish· mediummax
Meta's compute clawback strategy enables aggressive capex with MSL optionality
Meta's rumored neocloud with 90-day clawback clauses (like xAI's deals) provides a capex backstop — if MSL fails, Meta monetizes compute at 3-4x market rates; if MSL succeeds, it…
$GOOGL···bearish· highmax
Google's long-term TPU deals signal low AGI conviction, driving talent exodus
Google's inability to claw back TPUs from long-term cloud deals reveals leadership lacks conviction in achieving AGI/RSI, causing top researchers (Shazeer, Jumper) to leave DeepMi…
$BASETENneutral· lowmax
Baseten grouped with Together/Fireworks as open-source inference plays with capped upside
Baseten is categorized alongside Together AI and Fireworks as a token-as-a-service startup benefiting from open-source model inference demand, but facing structural share loss to…
$TOGETHER-AIneutral· mediummax
Together AI and peers are good businesses but will lose share to frontier labs' direct API
Token-as-a-service startups (Together, Fireworks, Baseten) benefit from open-source inference demand explosion, but Max expects their volume share to peak now and decline as front…
$FIREWORKS-AIbearish· mediummax
Fireworks' xAI exposure is temporary; labs will internalize optimization for new chips
Fireworks' early access to Grok models stems from Composer's post-training on Chem, but Max argues frontier labs will build first-party optimization for any successful new acceler…
$AMZN···neutral· mediumjoey
AWS Bedrock's 20-30% revenue share on Anthropic may face renegotiation pressure
AWS captures 20-30% revenue share on Anthropic API via Bedrock — a high-margin stream — but Anthropic's growing leverage and favorable initial terms (to bootstrap Trainium) could…