Compare / Claude Haiku 4.5 vs Mercury 3

Claude Haiku 4.5 vs Mercury 3

Which is cheaper, which is more capable, and which does better at each kind of work, from 56 results on 4 sources that measured both models.

AnthropicClaude Haiku 4.5 Released 15 Oct 2025 · $1.00 in · $5.00 out
InceptionMercury 3 Released 19 Oct 2026 · $0.20 in · $0.70 out
Claude Haiku 4.5 wins 167 too close to callMercury 3 wins 33

Of the 56 results both models have, the better value on each. Results whose reported ranges overlap are too close to call.

Results as of 20 October 2026 (catalogue release 2026-10-20-96eb40c3ec63).

Claude Haiku 4.5 or Mercury 3? The short answer

Pick Mercury 3: it scores higher (Spring Prompt overall 39 against 8) and costs less.

  • Spring Prompt overall: Claude Haiku 4.5 8, Mercury 3 39 (out of 100; how the score works).
  • Mercury 3 is cheaper to run: $0.012 against $0.046 per deck on DeckBench (4.0 times less).
  • Mercury 3 is newer: released 19 Oct 2026, against 15 Oct 2025 for Claude Haiku 4.5.
  • On our own benchmarks, on the results both models have: Mercury 3 does better for user surveys, marketing planning and speed under pressure.

Head to head

8
Spring Prompt overall
39
$2.00
Price per million tokens, blendedlower is better
$0.33
200,000
Context window, tokens
1,000,000

Every fact side by side

Claude Haiku 4.5Mercury 3
Price per million tokens$1.00 in · $5.00 out$0.20 in · $0.70 out
Blended (3 in : 1 out)$2.00$0.33
Cheapest host, blended$2.00 (Amazon Bedrock)–
Cost per deck (DeckBench)$0.046$0.012
Cached input, per million$0.10 cached input$0.020 cached input
Intelligence Index16.9–
Spring Prompt overall839
Output speed, tokens a second––
Context window200,000 tokens1,000,000 tokens
Released15 Oct 202519 Oct 2026 (newer)
WeightsClosedClosed
Developer based inthe USthe US

Prices are the developer's list price where we have read it, otherwise the typical host on OpenRouter; see every model's price. Intelligence and speed from Artificial Analysis.

Which is better for what

Each model's rank among the models on sale today, for each kind of work, from our own benchmarks and licensed sources. Further right is better; the better rank is in green.

Product listingsTurning a sparse product feed and photos into listings that can go live 23 of 24 not measured
Decks from an analysisTurning a finished analysis into a deck you could present as it is 20 of 24 18 of 24
User surveysPlanning a user survey and reading its results without being misled 12 of 13 9 of 13
Marketing planningPlanning a year of ad spend without overspending 23 of 24 18 of 24
Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls 95 of 168 not measured
Reasoning and knowledgeHard questions across science, maths and general knowledge 131 of 202 not measured
WritingWhat people prefer in blind comparisons, and judged writing quality 88 of 189 not measured
Sticking to the factsSummarising without inventing things, and factual answers 118 of 153 not measured
Speed under pressureGood decisions against a real clock (fast chess) 19 of 27 10 of 27

Their slides, side by side

The same brief for both: Manchester store investment review for Hearthside Coffee, an invented company. First slide of each deck from DeckBench.

First slide of Claude Haiku 4.5's deck for Hearthside Coffee
Claude Haiku 4.5 · deck rating 702 · needs work
First slide of Mercury 3's deck for Hearthside Coffee
Mercury 3 · deck rating 812 · needs work

Every slide, side by side →

From our research

Every shared result

Each model's best result on every measure both have, grouped by benchmark, with the setting that produced it. Under each measure, every model that benchmark has measured is a grey tick, best to the right, so you can see where the two sit in the field. The headline measures of each benchmark come first; the rest are under "Show all". Green marks the better value; where a source reports ranges that overlap, neither is marked.

MeasureClaude Haiku 4.5Mercury 3
BulletBench measured by Spring Prompt · 3 results
Cost per game · Bullet 60sUS dollars, lower is better 23 · 7 of 32 measured $0.0163 $0.0020no reasoning
Ladder Elo · Bullet 60sladder Elo, higher is better 18 · 15 of 32 measured 445 491no reasoning
Ladder Elo · Lightning 10+1ladder Elo, higher is better 21 · 12 of 24 measured 33 555no reasoning
DeckBench measured by Spring Prompt · 3 results
Cost per deckUS dollars, lower is better 9 · 4 of 24 measured $0.0461 $0.0116
Deck ratingrating, higher is betterThe rating weighs each win by how strong the other deck was; the win rate counts wins against whichever decks a model happened to meet, so the two can disagree. 20 · 18 of 24 measured 702 812
Accurate decks% of tasks, higher is better 17 · 20 of 24 measured 16.7% 0.0%
ROASBench measured by Spring Prompt · 3 results
Overall scorescore out of 100, higher is better 23 · 18 of 24 measured 17.5 26.1
Audience scorescore out of 100, higher is better 23 · 21 of 24 measured 30.9 43.2
Business scorescore out of 100, higher is better 23 · 18 of 24 measured 7.3 17.6
SurveyBench measured by Spring Prompt · 3 results
Analysis ratingrating, higher is betterThe rating weighs each win by how strong the other analysis was; the win rate counts wins against whichever analyses a model happened to meet, so the two can disagree. 12 · 9 of 13 measured 572 752
Cost per taskUS dollars, lower is better 5 · 3 of 12 measured $0.0635 $0.0216
Analysis scorepoints of 100, higher is better 9 · 12 of 13 measured 56.8 42.2
Show all 56 results (44 more)
MeasureClaude Haiku 4.5Mercury 3
BulletBench measured by Spring Prompt · 7 results
Cost per game · Lightning 10+1US dollars, lower is better 19 · 5 of 24 measured $0.0095 $0.0010no reasoning
Games lost on time · Bullet 60s% of games, lower is better 14 · 1 of 32 measured 25.0% 0.0%no reasoning
Games lost on time · Lightning 10+1% of games, lower is better 21 · 1 of 24 measured 83.3% 0.0%no reasoning
Invalid moves · Bullet 60s% of moves, lower is better 26 · 1 of 32 measured 0.3% 0.0%low reasoning
Invalid moves · Lightning 10+1% of moves, lower is better 1 · 18 of 24 measured 0.0% 0.4%no reasoning
Median move time · Bullet 60smilliseconds, lower is better 18 · 3 of 32 measured 1.2 s 0.4 sno reasoning
Median move time · Lightning 10+1milliseconds, lower is better 21 · 3 of 24 measured 1.3 s 0.4 sno reasoning
DeckBench measured by Spring Prompt · 14 results
Caveat dropped% of tasks, lower is better 1 · 12 of 24 measured 0.0% 16.7%
Clean layout% of tasks, higher is better 12 · 6 of 24 measured 50.0% 66.7%
Design quality% of the maximum, higher is better 20 · 16 of 24 measured 47.6% 58.5%
Draft figure quoted% of tasks, lower is better 19 · 12 of 24 measured 50.0% 33.3%
Findings missing% of tasks, lower is better 17 · 17 of 24 measured 16.7% 16.7%
Head-to-head win rate% of comparisons, higher is betterThe rating weighs each win by how strong the other deck was; the win rate counts wins against whichever decks a model happened to meet, so the two can disagree. 20 · 16 of 24 measured 30.6% 44.0%
Layout defects% of tasks, lower is better 12 · 6 of 24 measured 50.0% 33.3%
Misleading metric used% of tasks, lower is better 1 · 22 of 24 measured 0.0% 16.7%
Presentable decks% of tasks, higher is better 12 · 12 of 24 measured 0.0% 0.0%
Recommendation late or wrong% of tasks, lower is better 17 · 22 of 24 measured 50.0% 83.3%
Slides needing work% of tasks, lower is better 16 · 7 of 24 measured 66.7% 33.3%
Time per deckseconds, lower is better 4 · 9 of 24 measured 51.7 83.3
Unsupported claims% of tasks, lower is better 17 · 11 of 24 measured 33.3% 16.7%
Unsupported numbers% of tasks, lower is better 1 · 20 of 24 measured 0.0% 16.7%
ROASBench measured by Spring Prompt · 6 results
Consistency scorescore out of 100, higher is better 23 · 19 of 24 measured 8.7 15.1
Contribution profitsimulated US dollars, higher is better 24 · 18 of 24 measured −$205,001 $104,868
Cost of a runUS dollars, lower is better 3 · 6 of 24 measured $0.0298 $0.0533
Months over budgetmonths of 12, lower is better 22 · 1 of 24 measured 2 0
Planning scorescore out of 100, higher is better 19 · 23 of 24 measured 54.4 53.8
Return on ad spendprofit per $1 spent, higher is better 24 · 18 of 24 measured −$0.21 $0.10
SurveyBench measured by Spring Prompt · 17 results
Head-to-head win rate% of comparisons, higher is betterThe rating weighs each win by how strong the other analysis was; the win rate counts wins against whichever analyses a model happened to meet, so the two can disagree. 12 · 6 of 13 measured 22.3% 48.6%
Leading or double-barrelled questions% of tasks, lower is better 10 · 8 of 13 measured 66.7% 55.6%
Mistaken next steps% of tasks, lower is better 10 · 5 of 13 measured 55.6% 22.2%
Numbers right% of answers, higher is better 12 · 13 of 13 measured 63.7% 63.3%
Objectives unanswerable% of tasks, lower is better 11 · 1 of 13 measured 22.2% 0.0%
Precision ignored% of tasks, lower is better 11 · 1 of 13 measured 100.0% 0.0%
Research scorepoints of 100, higher is better 9 · 11 of 13 measured 64.9 56.8
Sound research% of tasks, higher is better 6 · 6 of 13 measured 0.0% 0.0%
Stakeholder's view presumed% of tasks, lower is better 7 · 7 of 13 measured 22.2% 22.2%
Survey plan scorepoints of 100, higher is better 9 · 6 of 13 measured 83.6 90.8
Survey structure% of tasks, lower is better 1 · 7 of 13 measured 0.0% 22.2%
Time per taskseconds, lower is better 5 · 10 of 12 measured 92.6 194
Traps handled% of traps, higher is better 10 · 11 of 13 measured 62.3% 60.7%
Traps missed% of tasks, lower is better 7 · 7 of 13 measured 88.9% 88.9%
Unsupported findings% of tasks, lower is better 10 · 4 of 13 measured 100.0% 44.4%
Wrong numbers% of tasks, lower is better 11 · 9 of 13 measured 100.0% 44.4%
Wrong recommendation% of tasks, lower is better 8 · 12 of 13 measured 44.4% 77.8%

Quick answers

Is Claude Haiku 4.5 better than Mercury 3?

Pick Mercury 3: it scores higher (Spring Prompt overall 39 against 8) and costs less.

Which is cheaper, Claude Haiku 4.5 or Mercury 3?

Mercury 3 is cheaper to run: $0.012 against $0.046 per deck on DeckBench (4.0 times less).

Which is better for decks from an analysis, Claude Haiku 4.5 or Mercury 3?

Mercury 3 ranks 18 of 24 models on sale for turning a finished analysis into a deck you could present as it is, against 20 for Claude Haiku 4.5.

Which is better for user surveys, Claude Haiku 4.5 or Mercury 3?

Mercury 3 ranks 9 of 13 models on sale for planning a user survey and reading its results without being misled, against 12 for Claude Haiku 4.5.

Which is better for marketing planning, Claude Haiku 4.5 or Mercury 3?

Mercury 3 ranks 18 of 24 models on sale for planning a year of ad spend without overspending, against 23 for Claude Haiku 4.5.

Which is better for speed under pressure, Claude Haiku 4.5 or Mercury 3?

Mercury 3 ranks 10 of 27 models on sale for good decisions against a real clock (fast chess), against 19 for Claude Haiku 4.5.

Which has the bigger context window, Claude Haiku 4.5 or Mercury 3?

Mercury 3: 1,000,000 tokens, against 200,000 for Claude Haiku 4.5.

Run Claude Haiku 4.5 and Mercury 3 on your own prompt

Benchmarks aren't your data. Try both side by side in the playground, with the cost of every answer.