API cost decision in 10 seconds

NewClaude Haiku 5.5 (batch) vs Nex-N2.5-Pro

Pick Claude Haiku 5.5 (batch) when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Claude Haiku 5.5 (batch) when budget and context both matter.

On the standard 1M input plus 500K output workload, Claude Haiku 5.5 (batch) is estimated at $0.17 vs $0.2 for Nex-N2.5-Pro, saving $0.03 (12.5% lower).

Cost-first pickClaude Haiku 5.5 (batch)
Context-first pickClaude Haiku 5.5 (batch)
Sample savings$0.0312.5%
10x traffic gap$0.25

Claude Haiku 5.5 (batch) is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $0.25. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Claude Haiku 5.5 (batch) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickClaude Haiku 5.5 (batch)Nex-N2.5-Pro
Input-heavy / RAG5M input + 500K outputClaude Haiku 5.5 (batch)$0.38$0.5
Balanced workload1M input + 1M outputClaude Haiku 5.5 (batch)$0.3$0.33
Output-heavy chatbot1M input + 5M outputClaude Haiku 5.5 (batch)$1.3$1.32
Cheaper input Claude Haiku 5.5 (batch) $0.05 vs $0.075 / 1M

Claude Haiku 5.5 (batch) is $0.02 cheaper per 1M input tokens (33.3% lower; 1.5x difference).

Cheaper output Tie $0.25 vs $0.25 / 1M

Both models report the same output price at $0.25 per 1M tokens.

Larger context Claude Haiku 5.5 (batch) 1M vs 262.14K

Claude Haiku 5.5 (batch) has 737.86K more context (3.81x larger).

Sample workload Claude Haiku 5.5 (batch) $0.17 vs $0.2

Claude Haiku 5.5 (batch) is $0.03 cheaper on the standard workload (12.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Claude Haiku 5.5 (batch) Calculating… Estimated API cost
Nex-N2.5-Pro Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Claude Haiku 5.5 (batch) has the lower input price; both models tie on output price; Claude Haiku 5.5 (batch) offers the larger context window. For the 1M input plus 500K output sample, Claude Haiku 5.5 (batch) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.17 for Claude Haiku 5.5 (batch) and $0.2 for Nex-N2.5-Pro.

Best Fit

Choose Claude Haiku 5.5 (batch) when you care most about lower input-token price, and larger context window.

Choose Nex-N2.5-Pro when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, Claude Haiku 5.5 (batch) is estimated at $0.17 vs $0.2 for Nex-N2.5-Pro, saving $0.03 (12.5% lower).
  • Claude Haiku 5.5 (batch) is $0.03 cheaper on the standard workload (12.5% lower).
  • Claude Haiku 5.5 (batch) is $0.02 cheaper per 1M input tokens (33.3% lower; 1.5x difference).
  • Both models report the same output price at $0.25 per 1M tokens.
  • Claude Haiku 5.5 (batch) has 737.86K more context (3.81x larger).
Head-to-Head Specs
FeatureNewClaude Haiku 5.5 (batch)
(Anthropic)
Nex-N2.5-Pro
(Nex AGI)
Input Price
prompt tokens per 1M
$0.05$0.075
Completion Price
per 1M tokens
$0.25$0.25
Sample Workload Cost
1M input + 500K output
$0.17$0.2
Context Window1M262.14K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionClaude Haiku 5.5 (batch)On the standard 1M input plus 500K output workload, Claude Haiku 5.5 (batch) is estimated at $0.17 vs $0.2 for Nex-N2.5-Pro, saving $0.03 (12.5% lower).
High-volume input processingClaude Haiku 5.5 (batch)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsTieLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workClaude Haiku 5.5 (batch)A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Nex-N2.5-Mini (free) can replace Nex-N2.5-Pro when lower sample workload cost matters most: $0.
  • Nex-N2.5-Pro (free) can replace Nex-N2.5-Pro when lower sample workload cost matters most: $0.
  • Nex-N2-Pro (free) can replace Nex-N2.5-Pro when lower sample workload cost matters most: $0.
  • Nex-N2.5-Mini can replace Nex-N2.5-Pro when lower sample workload cost matters most: $0.08.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

Anthropic catalog

Review all tracked Anthropic models before deciding whether this matchup is the right shortlist.

Open Anthropic models

Nex AGI catalog

Check other Nex AGI models with comparable pricing, context, or release timing.

Open Nex AGI models
Claude Haiku 5.5 (batch)

Claude Haiku 5.5 is Anthropic's small, fast model for high-volume, cost-sensitive work such as summarization, subagents, and browser use. It succeeds Claude Haiku 4.5 with stronger coding, computer use, and...

Nex-N2.5-Pro

Nex-N2.5 is an agentic model built to turn goals into working, verified outcomes. Its core strength is agentic coding within a visual feedback loop: it can explore codebases, implement multi-file...