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Technical insights, tutorials, and updates from the EvoLink team. Learn how to optimize your AI costs and build better applications.

Articles tagged #migration

Claude Opus 5.5 release cover with a terracotta gateway and flowing lines
Release Watch

Claude Opus 5.5 Release Date: What Changed on September 22

Claude Opus 5.5 was released on September 22, 2026. This release update covers the confirmed model facts, the price cut against Opus 5, the four breaking changes for existing integrations, and the next steps for EvoLink users.

EvoLink Team
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14 min
Parallel illuminated data bridges and a gated test route illustrate a reversible Sonnet 5 to Sonnet 5.5 upgrade.
Comparison

Claude Sonnet 5.5 vs Sonnet 5: Is the Upgrade Worth It?

Compare Sonnet 5.5 with Sonnet 5: confirmed changes, compatibility checks, task-level cost measurement, and a rollout plan with rollback.

Jessie
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10 min
Claude Sonnet 5 migration planning for Sonnet 4.6 production workloads
Review

Claude Sonnet 5: What Changes for Sonnet 4.6 Workloads

What Sonnet 4.6 users should review before moving production workloads to Claude Sonnet 5.

Jessie
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7 min
Editorial illustration of a baseline and candidate separated by a GPT-6.1 Sol vs GPT-6 Sol upgrade evaluation gate
Comparison

GPT-6.1 Sol vs GPT-6 Sol: Same Input/Output Rates, Lower Cache Cost, New Migration Rules

Compare GPT-6.1 Sol with GPT-6 Sol on cache costs, reasoning settings and tool calling. Use workload-level examples and an upgrade gate for coding agents.

Jacey
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16 min
An existing processing system and a newly released candidate separated by a controlled evaluation gate
Comparison

GPT-6 Luna vs GPT-5.6 Luna: Half the List Price, Fewer Mistakes — Worth Migrating Your Queue?

GPT-6 Luna (Sept 22, 2026) vs GPT-5.6 Luna: half the OpenAI list price, same 1.05M context, newer cutoff, a new Chat Completions tool-calling rule, and OpenAI's reported factuality and deception gains. Field-level checks and cost per accepted record.

Jessie
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11 min
A measured existing model and a newly released candidate separated by an evaluation gate
Comparison

GPT-6 Sol vs GPT-5.6 Sol: Half the List Price, Same 1.05M Context — Should You Upgrade?

GPT-6 Sol (Sept 22, 2026) vs GPT-5.6 Sol: half the OpenAI list price, same 1.05M context, newer cutoff, a new Chat Completions tool-calling rule, and OpenAI's reported DeepSWE and deception gains. A cost-per-accepted-task gate for migrating coding agents.

Jacey
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12 min
Two parallel task runs converge at a shared acceptance gate before a controlled migration
Comparison

Grok 4.7 vs 4.6: What Changed, Benchmarks, Should You Upgrade?

An upgrade decision for existing Grok users: what changed in 4.7, xAI-reported and Artificial Analysis benchmarks in one view, the token-consumption difference behind the identical price, and a safe test-and-rollout method.

Jessie
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13 min
DeepSeek V4.1 Flash migration from legacy applications through route verification and workload evaluation
guide

DeepSeek V4.1 Flash Migration Guide: Pro, Flash & Vision

Which DeepSeek model IDs changed on the direct API and on EvoLink, how to test V4.1 Flash against your current model, and how to roll out and fall back.

Jacey
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15 min
Conceptual illustration of code panels connected through an API gateway to a glowing AI core
guide

How to Use the GPT-6 Astra API: First Call, Effort Levels & Migration from GPT-5.6

Call gpt-6-astra through EvoLink in Python, Node.js, or cURL. Learn which features need the Responses API, how to pick a reasoning effort, what to change when migrating from GPT-5.6, and how the 272K long-context band and prompt caching change your bill.

EvoLink Team
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14 min
GPT-6 Astra and GPT-5.6 compared across cost, agent workloads, and a controlled upgrade path
model-comparison

GPT-6 Astra vs GPT-5.6: Context, Cost & Upgrade Decision

Migrate or hold? Compare $10/$50 vs $4/$20 list prices, published index scores, cache and 272K long-context rules, and a routing rule for GPT-6 Astra vs GPT-5.6 Sol.

Jacey
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15 min
Claude Fable 5.1 moving from release confirmation to production rollout checks
Release Watch

Claude Fable 5.1 Release Date: What Changed on September 1

Claude Fable 5.1 launched on September 1, 2026. This release update explains the confirmed model changes, compatibility risks, and next steps for EvoLink users.

Jessie
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9 min
GLM-5.3 and GLM-5.2 compared as two stages of the same base model
model-comparison

GLM-5.3 vs GLM-5.2: What Changed and Should You Switch?

Same base model, all post-training gains — plus a breaking change: thinking can no longer be disabled. See verified differences and when to stay on GLM-5.2.

Jacey
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9 min
Wan 3.0 and Wan 2.7 production workflows connected through a unified routing decision
model-comparison

Wan 3.0 vs Wan 2.7: Is It Worth Upgrading?

Choose Wan 3.0 for 30-second or mixed-reference generation; keep Wan 2.7 for video editing, continuation, and precise voice binding. See a safe rollout plan.

Jessie
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11 min
GLM-5.2 available today compared with the still-unannounced GLM 5.5
model-comparison

GLM 5.5 vs GLM-5.2: Should You Wait or Use 5.2 Now?

Compare GLM-5.2 with the unannounced GLM 5.5. See workload gates, migration checks, rollout stages, fallback rules, and when an upgrade pays off.

Jacey
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12 min
Gemini 3.5 Pro vs Gemini 3.5 Flash release status and evaluation decision
Comparison

Gemini 3.5 Pro vs Gemini 3.5 Flash: Which to Use Now?

Compare the pending Gemini 3.5 Pro with the documented Gemini 3.5 Flash. See what is known, what Pro must prove, and how to evaluate a future route.

EvoLink Team
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9 min
Claude Sonnet 5 and Sonnet 4.6 production routing upgrade illustration
Comparison

Claude Sonnet 5 vs Sonnet 4.6: Should Existing Workloads Upgrade?

A practical comparison for teams deciding whether to move existing Sonnet 4.6 workloads to Claude Sonnet 5.

EvoLink Team
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7 min